{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1016,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1016,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e32e9ec4a1f6","filters":{"topic":"Regional Development and Policy"}},"results":[{"id":"W2156812434","doi":"10.1080/00420980410001675832","title":"Clusters from the Inside and Out: Local Dynamics and Global Linkages","year":2004,"lang":"en","type":"article","venue":"Urban Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":566,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Social Innovation; University of Toronto","funders":"","keywords":"Context (archaeology); Cluster (spacecraft); Economic geography; Key (lock); Process (computing); Production (economics); Business; Economic system; Industrial organization; Regional science; Economics; Computer science; Sociology; Geography; Microeconomics","authors":[{"name":"David A. Wolfe","is_ca":true},{"name":"Meric S. Gertler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03903083521407463,"gpt":0.3258861231011838,"spread":0.2868552878871092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154939,0.0002346767,0.0004760072,0.003000615,0.004278698,0.007552779,0.0007453465,0.000746258,0.00701334],"category_scores_gemma":[0.004002842,0.0002954257,0.000330903,0.005918858,0.009418891,0.006377893,0.006160132,0.0008213444,0.0003515242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006718527,"about_ca_system_score_gemma":0.003255416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0265423,"about_ca_topic_score_gemma":0.05466837,"domain_scores_codex":[0.9987954,0.000495671,0.00003565432,0.00020018,0.000195987,0.0002771461],"domain_scores_gemma":[0.9980276,0.0008638975,0.000349512,0.0002118025,0.0002763434,0.0002707792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007815113,0.00003352767,0.06363379,0.0005192687,0.00007536623,0.0008302854,0.2324045,0.00455676,0.0008446841,0.5926496,0.004647383,0.09972668],"study_design_scores_gemma":[0.00001437813,0.00007403037,0.08291849,0.0005992127,0.00008403529,0.0005232875,0.4752638,0.002755423,0.0009881802,0.229327,0.2073819,0.00007018399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7438694,0.006339302,0.02984545,0.009557403,0.00009073446,0.0001795652,0.0003224758,0.0001704114,0.2096253],"genre_scores_gemma":[0.9899999,0.001849523,0.002494735,0.0001413807,0.00001593671,0.00004223881,0.00006596839,0.00002965898,0.005360539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0265423,"threshold_uncertainty_score":0.05277562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136620790","doi":"10.1080/01944360308976301","title":"Strategic Spatial Planning and Regional Governance in Europe","year":2003,"lang":"en","type":"article","venue":"Journal of the American Planning Association","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":435,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Spatial planning; Corporate governance; Context (archaeology); Regional planning; Strategic planning; Dynamism; Sociology; Political science; Regional science; Urban planning; Management; Geography; Engineering; Environmental planning; Civil engineering; Archaeology","authors":[{"name":"Louis Albrechts","is_ca":false},{"name":"Patsy Healey","is_ca":false},{"name":"Klaus R. Kunzmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03777598717130686,"gpt":0.3194147802678381,"spread":0.2816387930965312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004806864,0.0001818878,0.0002532839,0.001146945,0.003592392,0.00903258,0.0008683144,0.001460695,0.003416849],"category_scores_gemma":[0.003707424,0.0001985629,0.0002313573,0.00278313,0.01836449,0.003325858,0.006570412,0.001411544,0.0001738731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01197218,"about_ca_system_score_gemma":0.009011984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04342198,"about_ca_topic_score_gemma":0.037138,"domain_scores_codex":[0.9966694,0.001562339,0.0001580491,0.0003824575,0.0003386266,0.0008891789],"domain_scores_gemma":[0.9984444,0.0005515513,0.0002990022,0.0001603597,0.0002290489,0.0003156982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001549377,0.00001949621,0.003255737,0.00006960852,0.00001148589,0.0003594343,0.01923724,0.002939092,0.00009946021,0.9438769,0.004332148,0.02578398],"study_design_scores_gemma":[0.00002959181,0.00007322646,0.01497735,0.000698079,0.00001314754,0.0003612974,0.06738123,0.001514087,0.0003676734,0.1876137,0.7269169,0.0000537872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3008053,0.0120184,0.009825731,0.0278371,0.0001907821,0.00005985566,0.00007363375,0.00006412347,0.6491252],"genre_scores_gemma":[0.9909974,0.001177827,0.0008233433,0.0006312979,0.00001732727,0.00001378343,0.00001870309,0.000006734707,0.006313464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04342198,"threshold_uncertainty_score":0.08686471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132073137","doi":"10.1007/s10961-005-5010-x","title":"The Knowledge-Based Economy: Conceptual Framework or Buzzword?","year":2005,"lang":"en","type":"article","venue":"The Journal of Technology Transfer","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":344,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Knowledge economy; Order (exchange); Digital economy; Information economy; Conceptual framework; Economy; Business; Economic system; Political science; Economics; Sociology; Social science","authors":[{"name":"Benoı̂t Godin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02982216000186411,"gpt":0.3208584579004496,"spread":0.2910362978985855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005478667,0.001300843,0.002207272,0.004739414,0.002749984,0.0208703,0.004674271,0.012447,0.01400135],"category_scores_gemma":[0.006651946,0.0007442697,0.0008755195,0.009003497,0.04130632,0.04519995,0.004773514,0.009527983,0.002033129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006872559,"about_ca_system_score_gemma":0.006950088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004841753,"about_ca_topic_score_gemma":0.003861971,"domain_scores_codex":[0.9971348,0.001579277,0.0001455283,0.0004057094,0.0004097037,0.0003249884],"domain_scores_gemma":[0.9951735,0.003058948,0.0003743994,0.0003314338,0.0004371617,0.0006245845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003379845,0.000008746409,0.00003707585,0.00003068315,0.000003701365,0.00001002845,0.0001176294,0.0001109003,0.00001087993,0.9963716,0.001645957,0.00164944],"study_design_scores_gemma":[0.000005708565,0.000004865582,0.00005905655,0.0001104093,0.000005461591,0.00002303188,0.0004509659,0.0005826042,0.00001785304,0.9884466,0.01028505,0.000008561982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01347852,0.1104936,0.06799436,0.6441691,0.005653333,0.0000680648,0.0003948494,0.0001851298,0.157563],"genre_scores_gemma":[0.8385463,0.07416257,0.02231184,0.0371545,0.01237729,0.0004447778,0.0002947421,0.0001493096,0.01455861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0208703,"threshold_uncertainty_score":0.04986417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970210846","doi":"10.1057/palgrave.jibs.8400358","title":"International labor mobility and knowledge flow externalities","year":2008,"lang":"en","type":"article","venue":"Journal of International Business Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":300,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Human Resources and Skills Development Canada","keywords":"International business; Externality; Knowledge flow; Economics; Labor mobility; Flow (mathematics); Organizational culture; Economic geography; Labour economics; Microeconomics; Management; Knowledge management; Computer science; Mechanics","authors":[{"name":"Alexander Oettl","is_ca":true},{"name":"Ajay Agrawal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07520364327484366,"gpt":0.3777719097525299,"spread":0.3025682664776862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562587,0.0002655193,0.0004156645,0.002778971,0.00100254,0.004055256,0.0003935625,0.001002409,0.02258886],"category_scores_gemma":[0.00778781,0.0001877682,0.0006161154,0.004444008,0.002268212,0.005187559,0.002734915,0.0009817217,0.000630008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583014,"about_ca_system_score_gemma":0.001114985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008269017,"about_ca_topic_score_gemma":0.007537982,"domain_scores_codex":[0.9994997,0.0001676812,0.00002932714,0.00006957782,0.00006268993,0.00017103],"domain_scores_gemma":[0.9923939,0.004831433,0.001392068,0.0002728657,0.0003776919,0.0007320715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000889788,0.000668224,0.4406632,0.0002252371,0.0004094776,0.0009212868,0.005561125,0.02878091,0.0006143321,0.4693249,0.004517406,0.04742414],"study_design_scores_gemma":[0.000230828,0.0003054506,0.5338714,0.0003852296,0.0005193967,0.0005238512,0.02967147,0.01473346,0.0007716728,0.3924013,0.02651069,0.00007523711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309676,0.001020825,0.002278443,0.004165029,0.00003732023,0.00003353225,0.0006003504,0.00003535799,0.06086151],"genre_scores_gemma":[0.9955338,0.0004989213,0.0001348138,0.00007322426,0.00004764457,0.0000140042,0.0001336526,0.000005623609,0.003558463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02258886,"threshold_uncertainty_score":0.07556731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1493250893","doi":"","title":"The Emergence and Impact of MNC Centres of Excellence: A Subsidiary Perspective","year":2000,"lang":"en","type":"book","venue":"","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":274,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Excellence; Subsidiary; Multinational corporation; Competence (human resources); Business; Center of excellence; Management; Political science; Economics; Finance","authors":[{"name":"Ulf Holm","is_ca":false},{"name":"Torben Pedersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01828274131570082,"gpt":0.3371506950221966,"spread":0.3188679537064958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001846397,0.0002499555,0.0003454771,0.002551935,0.001912656,0.00783573,0.0008224839,0.001634152,0.004248356],"category_scores_gemma":[0.004606003,0.0002608419,0.000296179,0.004637056,0.006446193,0.004342609,0.003387593,0.001801211,0.0002657629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01650687,"about_ca_system_score_gemma":0.005660222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03816858,"about_ca_topic_score_gemma":0.03168534,"domain_scores_codex":[0.9975774,0.001002389,0.00009044957,0.0002347608,0.0005014129,0.0005936364],"domain_scores_gemma":[0.9959674,0.001960074,0.0005844219,0.0001747659,0.0007635257,0.0005498042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000238931,0.00004657648,0.009924129,0.0001626343,0.00001055187,0.0004816189,0.007584659,0.001269673,0.0002294265,0.952661,0.00749224,0.02011353],"study_design_scores_gemma":[0.00004703164,0.0002924893,0.213659,0.001214993,0.0000522935,0.001766658,0.05127603,0.004926228,0.0009775421,0.1428336,0.5828769,0.00007723144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.323138,0.04157118,0.005452825,0.04377564,0.0001946968,0.0001146852,0.0002818009,0.00005054679,0.5854206],"genre_scores_gemma":[0.980313,0.007456046,0.0009979927,0.0005549837,0.0001386519,0.00002782224,0.00004350597,0.000008798741,0.01045932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03816858,"threshold_uncertainty_score":0.1197663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2882978669","doi":"10.1787/5kg6z83tw7f4-en","title":"OECD Extended Regional Typology","year":2011,"lang":"en","type":"paratext","venue":"OECD regional development working papers","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":239,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Typology; Urban agglomeration; Economic geography; Geography; Population; Rural area; Demographic economics; Regional science; Economic growth; Economics; Political science; Sociology; Demography","authors":[{"name":"Monica Brezzi","is_ca":false},{"name":"Lewis Dijkstra","is_ca":false},{"name":"Vicente Ruíz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08950195154790662,"gpt":0.3221831508687349,"spread":0.2326811993208283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003937131,0.001891532,0.0009501596,0.0172212,0.003387165,0.007951787,0.002446052,0.001984141,0.04370658],"category_scores_gemma":[0.01040698,0.0004761249,0.002364811,0.02357039,0.002624406,0.005826986,0.00415378,0.002012084,0.01602109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008280329,"about_ca_system_score_gemma":0.006965293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07359324,"about_ca_topic_score_gemma":0.04141331,"domain_scores_codex":[0.9924623,0.001935723,0.001113909,0.00112811,0.002211834,0.001148174],"domain_scores_gemma":[0.9905491,0.001425097,0.0009499268,0.001105785,0.005489265,0.0004807079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001425982,0.00008448328,0.0269897,0.001522668,0.00011895,0.001222918,0.005320066,0.01049,0.0004846512,0.5343388,0.2966877,0.1225974],"study_design_scores_gemma":[0.0000138394,0.00002205619,0.009126801,0.0003438908,0.00002785771,0.0004921551,0.003020648,0.001573299,0.0001559617,0.02563231,0.9595258,0.00006537607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02342187,0.004087039,0.05200526,0.002060574,0.001348098,0.001526675,0.08085804,0.001290162,0.8334023],"genre_scores_gemma":[0.474226,0.01094725,0.1062622,0.001728662,0.001013082,0.008070779,0.1778618,0.00205981,0.2178303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07359324,"threshold_uncertainty_score":0.1463298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072961203","doi":"10.1111/1468-2435.00170","title":"Europe and the Immigration of Highly Skilled Labour","year":2001,"lang":"en","type":"article","venue":"International Migration","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of Ontario","funders":"European Commission","keywords":"Immigration; Competition (biology); Member states; Eu countries; Order (exchange); Labour economics; Economics; International economics; International trade; European union; Political science; Law","authors":[{"name":"Sami Mahroum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01185688404055724,"gpt":0.2914624506538995,"spread":0.2796055666133423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737537,0.0001837967,0.0002577829,0.001309806,0.003557232,0.006877518,0.0003554361,0.001765719,0.006410436],"category_scores_gemma":[0.003279895,0.0001065556,0.0003297975,0.001893182,0.005133103,0.002032369,0.00405698,0.001382244,0.0005031792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998765,"about_ca_system_score_gemma":0.00277452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221741,"about_ca_topic_score_gemma":0.01353303,"domain_scores_codex":[0.9982581,0.0007742768,0.00007938202,0.0001171912,0.0001661335,0.0006049834],"domain_scores_gemma":[0.9990197,0.0003254768,0.0002722029,0.00006518499,0.0001011793,0.0002160982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007943549,0.00007866458,0.01794523,0.000126811,0.00002764918,0.001071137,0.009625184,0.0004656712,0.0002535955,0.9052565,0.01375075,0.05131942],"study_design_scores_gemma":[0.00006906227,0.0001481225,0.0888064,0.001664623,0.00004954224,0.00189128,0.02292268,0.0004543751,0.00031613,0.1750945,0.7085286,0.00005460577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2469381,0.0375658,0.001005021,0.03016108,0.001079188,0.00002904459,0.0000767261,0.00002561067,0.6831195],"genre_scores_gemma":[0.9294342,0.01894807,0.0005753383,0.006253645,0.000483903,0.00002477461,0.000072986,0.00002288292,0.04418434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01221741,"threshold_uncertainty_score":0.02429259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014082094","doi":"10.1080/08985620701795525","title":"Is regional innovation system development possible in peripheral regions? Some evidence from the case of La Pocatière, Canada","year":2008,"lang":"en","type":"article","venue":"Entrepreneurship and Regional Development","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski; University of Ottawa","funders":"","keywords":"Regional innovation system; Key (lock); Innovation system; Regional science; Regional development; Economic geography; Political science; Business; Sociology; Geography; Industrial organization; Computer science","authors":[{"name":"David Doloreux","is_ca":true},{"name":"Stève Dionne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.078797086121472,"gpt":0.2963012688159724,"spread":0.2175041826945004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002603507,0.000264356,0.0005556208,0.002081956,0.011942,0.006735518,0.001757176,0.001188673,0.003643677],"category_scores_gemma":[0.006650418,0.0003271249,0.0004410488,0.004960115,0.008800842,0.001628305,0.003443637,0.001507594,0.0002271646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09141323,"about_ca_system_score_gemma":0.07427818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991339,"about_ca_topic_score_gemma":0.9960948,"domain_scores_codex":[0.9961423,0.0006929708,0.00008009435,0.00035422,0.0006360488,0.002094466],"domain_scores_gemma":[0.9940854,0.001889962,0.0006834512,0.0003613134,0.00192772,0.001052144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006414385,0.0002514156,0.2962259,0.001324942,0.0002395957,0.0158233,0.3000022,0.00724466,0.003814629,0.2513641,0.01127605,0.1117918],"study_design_scores_gemma":[0.0001425102,0.0001114749,0.4865684,0.001013062,0.0002503967,0.002350812,0.3029645,0.003941546,0.001653972,0.01067129,0.1901415,0.0001906057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.878472,0.003304553,0.0006261863,0.004508819,0.00001333394,0.00006991448,0.0002461124,0.00001997068,0.1127391],"genre_scores_gemma":[0.9954523,0.0009364263,0.0003024195,0.0001624666,0.000003506636,0.00000936931,0.00006704701,0.000004776202,0.003061767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09141323,"threshold_uncertainty_score":0.6632525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086407809","doi":"10.1142/s1363919603000738","title":"REGIONAL INNOVATION SYSTEMS IN THE PERIPHERY: THE CASE OF THE BEAUCE IN QUÉBEC (CANADA)","year":2003,"lang":"en","type":"article","venue":"International Journal of Innovation Management","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Regional innovation system; Silicon valley; Business; Innovation process; Order (exchange); Innovation system; Core (optical fiber); Process (computing); Regional science; Innovation management; Knowledge management; Economic geography; Marketing; Industrial organization; Geography; Entrepreneurship; Computer science; Work in process; Telecommunications","authors":[{"name":"David Doloreux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0360130696945422,"gpt":0.314806821570714,"spread":0.2787937518761718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000573477,0.000215418,0.0002470175,0.0009303594,0.01163532,0.00381323,0.001248942,0.001247627,0.004741055],"category_scores_gemma":[0.001701767,0.0001794017,0.0003093923,0.002757789,0.003046641,0.0008894171,0.001605936,0.0009281815,0.0002411281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06761304,"about_ca_system_score_gemma":0.05642406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959274,"about_ca_topic_score_gemma":0.9984823,"domain_scores_codex":[0.9991047,0.0001176706,0.00001463896,0.00009117056,0.0001337463,0.0005381005],"domain_scores_gemma":[0.9985493,0.0002654922,0.000119381,0.00004804799,0.0004321636,0.0005854896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000894096,0.0004046297,0.3617945,0.0009054174,0.0001824612,0.05172192,0.1764634,0.01593238,0.006636624,0.1725855,0.04046794,0.1720111],"study_design_scores_gemma":[0.0001105078,0.000184317,0.5552462,0.0005689435,0.0001343738,0.003403253,0.2086521,0.009463764,0.00124114,0.004810988,0.2159905,0.0001939911],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409353,0.001550288,0.0005090951,0.004280922,0.00002085855,0.00006468932,0.000362645,0.00002825682,0.05224791],"genre_scores_gemma":[0.9881446,0.0005251517,0.0004149543,0.0003046005,0.00000428403,0.00001077907,0.0001070297,0.000006122829,0.01048251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06761304,"threshold_uncertainty_score":0.4905692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4299354792","doi":"10.3386/w8923","title":"Does Local Financial Development Matter?","year":2002,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Financial system; Finance","authors":[{"name":"Luigi Guiso","is_ca":true},{"name":"Paola Sapienza","is_ca":true},{"name":"Luigi Zingales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3832692467723381,"gpt":0.5310595981988245,"spread":0.1477903514264864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142057,0.0002285925,0.0005087871,0.0009336495,0.0006940802,0.001660958,0.0005137353,0.000645628,0.0100117],"category_scores_gemma":[0.01097459,0.0001275789,0.0003410735,0.0017449,0.00149522,0.001690832,0.001415826,0.0009422582,0.0007075887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009147744,"about_ca_system_score_gemma":0.000754575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441597,"about_ca_topic_score_gemma":0.01771777,"domain_scores_codex":[0.9988642,0.0004865238,0.00003542265,0.0001736483,0.00009752127,0.0003428371],"domain_scores_gemma":[0.98241,0.006790041,0.006500483,0.0004760383,0.000706557,0.003116961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325953,0.0002171918,0.9825352,0.00004479186,0.0001565568,0.0003044775,0.0005638989,0.0005901834,0.00009092763,0.001994373,0.000862987,0.01250676],"study_design_scores_gemma":[0.00001938239,0.0002596904,0.9915872,0.00004163721,0.0001171577,0.0001330048,0.002764775,0.001113358,0.0001122465,0.001917017,0.001922191,0.00001241633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918777,0.0007636403,0.0002608924,0.001733085,0.00001484795,0.000009892272,0.0001920349,0.00000702133,0.005140792],"genre_scores_gemma":[0.9990461,0.0002009062,0.00003740079,0.0001214223,0.00001866536,0.000004159861,0.00008743651,0.000002317928,0.0004814584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441597,"threshold_uncertainty_score":0.03349251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135808090","doi":"10.1093/jeg/lbq028","title":"Opening up the 'Jacobs Spillovers' black box: local diversity, creativity and the processes underlying new combinations","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Geography","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Creativity; Diversity (politics); Economic geography; Black box; Economics; Sociology; Psychology; Computer science; Social psychology; Artificial intelligence; Anthropology","authors":[{"name":"Pierre Desrochers","is_ca":true},{"name":"Samuli Leppälä","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04046491288413415,"gpt":0.310089245784579,"spread":0.2696243329004449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006557372,0.0003933258,0.0006522177,0.003631917,0.005251503,0.007287443,0.001215602,0.0009204219,0.005478329],"category_scores_gemma":[0.01074713,0.0004479158,0.0006075627,0.00291136,0.01900214,0.006053444,0.008368585,0.001137692,0.0002521057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007368444,"about_ca_system_score_gemma":0.006758414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03428714,"about_ca_topic_score_gemma":0.08018161,"domain_scores_codex":[0.9966588,0.001280617,0.0001049133,0.0004490303,0.0007834379,0.0007232624],"domain_scores_gemma":[0.9903798,0.006062251,0.0009819358,0.001213579,0.0006729516,0.0006895115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003457752,0.0002326842,0.09333896,0.001022209,0.0001883525,0.00383125,0.3391683,0.004202997,0.004976084,0.3326076,0.001954226,0.2181316],"study_design_scores_gemma":[0.0001148611,0.0003504961,0.1913645,0.001154944,0.0002345168,0.001850232,0.4144599,0.004178744,0.003247698,0.3141839,0.06864257,0.0002177085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027185,0.002111238,0.009766053,0.002952379,0.00002339912,0.00007662689,0.00006458935,0.00005487459,0.08223238],"genre_scores_gemma":[0.9974552,0.0003031994,0.001074226,0.00005983038,0.000006374024,0.000008958707,0.00001009841,0.000005254431,0.00107683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03428714,"threshold_uncertainty_score":0.06817514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972026000","doi":"10.1177/0042098013478240","title":"Competitiveness AND Sustainability: Can ‘Smart City Regionalism’ Square the Circle?","year":2013,"lang":"en","type":"article","venue":"Urban Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Regionalism (politics); Sustainability; Corporate governance; Economic system; Polity; Incrementalism; Sociology; Globalization; Political economy; Economic geography; Political science; Economics; Politics; Law; Management","authors":[{"name":"Tassilo Herrschel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04611880757836655,"gpt":0.3280797453714947,"spread":0.2819609377931281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005267015,0.0006195581,0.0008429438,0.0008628619,0.005207154,0.01874871,0.001807296,0.004314026,0.008121666],"category_scores_gemma":[0.00750599,0.0003191878,0.0007188914,0.001897967,0.022373,0.01577667,0.008246074,0.003878818,0.00154909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007592604,"about_ca_system_score_gemma":0.007939075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0273677,"about_ca_topic_score_gemma":0.03573558,"domain_scores_codex":[0.9955807,0.002458648,0.0000569424,0.0005129051,0.0004876178,0.000903119],"domain_scores_gemma":[0.9972861,0.000992654,0.0003414494,0.0003878733,0.0005136239,0.0004783559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002019364,0.00001537583,0.0008008488,0.0001466282,0.00001609362,0.0001160556,0.004437357,0.001467084,0.0001147009,0.9623133,0.009686442,0.02086589],"study_design_scores_gemma":[0.00001898549,0.00004486973,0.001920391,0.000300562,0.00002655274,0.0001423028,0.01747227,0.001147913,0.0003558868,0.5961329,0.3823907,0.00004676231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07119742,0.02830044,0.02500194,0.349309,0.00181993,0.00005728975,0.0001333446,0.0002900037,0.5238906],"genre_scores_gemma":[0.9491337,0.01374615,0.005003884,0.01152079,0.0007953298,0.00007676017,0.0000997033,0.0002196949,0.019404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0273677,"threshold_uncertainty_score":0.05508846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547600055","doi":"10.1080/09654313.2016.1244516","title":"A review of (almost) 20 years of regional innovation systems research","year":2016,"lang":"en","type":"review","venue":"European Planning Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Norges Forskningsråd","keywords":"Regional science; Field (mathematics); Work (physics); Regional innovation system; Political science; Sociology; Engineering","authors":[{"name":"David Doloreux","is_ca":true},{"name":"Igone Porto Gómez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5829493428600021,"gpt":0.5650559958646072,"spread":0.01789334699539491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003243001,0.0009853458,0.001665805,0.009367459,0.0006721488,0.002169946,0.001081814,0.001376342,0.00600008],"category_scores_gemma":[0.008302946,0.0004935064,0.001031481,0.01655794,0.0008982903,0.0028229,0.001108376,0.001112686,0.001225144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189802,"about_ca_system_score_gemma":0.008113431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251863,"about_ca_topic_score_gemma":0.01297641,"domain_scores_codex":[0.9981478,0.0005374817,0.0003535641,0.0002675796,0.0006034488,0.00009019559],"domain_scores_gemma":[0.9941246,0.003770864,0.0008338487,0.0001205499,0.000985273,0.000164919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000604573,0.0000413573,0.0006501247,0.1587391,0.0003938598,0.0002482932,0.0008343186,0.0005134635,0.0008437437,0.009342385,0.04809647,0.7802365],"study_design_scores_gemma":[0.000009040476,0.00007041445,0.003338529,0.07318957,0.0005264374,0.00050112,0.0005538132,0.0000526856,0.0002636638,0.002260518,0.9192049,0.00002930455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000192283,0.9975531,0.0001099225,0.0006904817,0.0002063822,0.000006835342,0.000049099,0.000004115002,0.001187934],"genre_scores_gemma":[0.00153916,0.9975373,0.0001821659,0.0002951822,0.0001378081,0.000007868634,0.00004384371,0.000001843465,0.0002548649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009367459,"threshold_uncertainty_score":0.02007222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047807918","doi":"10.1023/b:raec.0000026833.26220.2d","title":"Cluster-Based Economic Strategy, Facilitation Policy and the Market Process","year":2004,"lang":"en","type":"article","venue":"The Review of Austrian Economics","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Electric (Canada); University of Toronto","funders":"","keywords":"Popularity; Cluster development; Service (business); Variety (cybernetics); Economic geography; Cluster (spacecraft); Regional policy; Silicon valley; Economics; Economic growth; Regional science; Economy; Political science; Sociology; Entrepreneurship; Finance; Engineering","authors":[{"name":"Pierre Desrochers","is_ca":true},{"name":"Frédéric Sautet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03210295370946839,"gpt":0.3372656437422872,"spread":0.3051626900328188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004330735,0.0004599796,0.0008338884,0.001816395,0.001689263,0.005770062,0.001486007,0.003717236,0.005028144],"category_scores_gemma":[0.006330064,0.0001849331,0.0003050707,0.003387874,0.009454667,0.004880155,0.002474895,0.001486674,0.0004626578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172096,"about_ca_system_score_gemma":0.007979003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00827746,"about_ca_topic_score_gemma":0.01052146,"domain_scores_codex":[0.9975859,0.001216144,0.0000551429,0.0002597157,0.0004513938,0.0004315898],"domain_scores_gemma":[0.9966837,0.001770177,0.0004813994,0.0002496541,0.0005295085,0.0002855095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002310939,0.00001492537,0.0002302908,0.0002652674,0.00001282914,0.00001851103,0.0001498701,0.003173424,0.0001307637,0.9709344,0.003419542,0.02162698],"study_design_scores_gemma":[0.00004625073,0.00005585115,0.003510094,0.0008447604,0.00002935827,0.00007609517,0.0009146124,0.006238218,0.0003914596,0.8354098,0.1524607,0.00002279296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09620433,0.2548669,0.07761595,0.1234101,0.001674335,0.0002397438,0.0001752373,0.0002309825,0.4455824],"genre_scores_gemma":[0.9258339,0.04936282,0.006353276,0.002718512,0.0006445895,0.0001099866,0.00004193574,0.00004442368,0.01489065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01172096,"threshold_uncertainty_score":0.085042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246820744","doi":"10.7551/mitpress/10782.001.0001","title":"Models of Innovation","year":2017,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business","authors":[{"name":"Benoı̂t Godin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1623561916134241,"gpt":0.3493173546127133,"spread":0.1869611629992893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002657469,0.001456434,0.0009909472,0.002479461,0.002379851,0.009175148,0.002592239,0.004411344,0.01598896],"category_scores_gemma":[0.004939893,0.0005011217,0.001813739,0.002285526,0.008771991,0.009173869,0.003821108,0.003355577,0.004133416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007457294,"about_ca_system_score_gemma":0.004489836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005945988,"about_ca_topic_score_gemma":0.003724286,"domain_scores_codex":[0.9969645,0.001215708,0.0001476974,0.0006476315,0.000710608,0.0003137966],"domain_scores_gemma":[0.9975794,0.00113295,0.0002192964,0.000401605,0.0004290512,0.0002376715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001841603,0.000004106287,0.00005283335,0.00002630364,0.000004810763,0.00001661058,0.0001099234,0.0009407208,0.00001485096,0.9946204,0.002039336,0.002168194],"study_design_scores_gemma":[0.000008164559,0.000008886718,0.0000647344,0.0000694828,0.000007326248,0.00004872527,0.0001167654,0.003836729,0.00003503884,0.9244257,0.07137109,0.000007422447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007279812,0.02321392,0.1639932,0.03756269,0.00129224,0.0002100088,0.0007792607,0.0005231941,0.7651457],"genre_scores_gemma":[0.721014,0.03047054,0.08138484,0.004631749,0.00171627,0.001012215,0.001037341,0.0002617706,0.1584713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01598896,"threshold_uncertainty_score":0.05410677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W171098304","doi":"10.1007/978-1-137-28787-8_73","title":"Canada at the Crossroads: The Reality of a New Competitive Environment","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business","authors":[{"name":"Michael E. Porter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04147563813644857,"gpt":0.2761052359972369,"spread":0.2346295978607884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036323,0.000682127,0.0005667082,0.001638261,0.01582319,0.01525778,0.00215868,0.004948645,0.01511265],"category_scores_gemma":[0.002862908,0.0004419168,0.0004669787,0.004951109,0.01073487,0.004121459,0.003077356,0.00602351,0.001266139],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1274907,"about_ca_system_score_gemma":0.3056381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940976,"about_ca_topic_score_gemma":0.9976229,"domain_scores_codex":[0.9964474,0.0002793398,0.00002974043,0.0002625133,0.001389653,0.00159144],"domain_scores_gemma":[0.9985107,0.0001647985,0.00004660132,0.00003580811,0.0006323637,0.0006096224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001413877,0.00001399648,0.0009143721,0.00007237153,0.0000117991,0.0002360217,0.004872249,0.0005737262,0.0001147739,0.7866143,0.1756192,0.03094316],"study_design_scores_gemma":[0.000006823339,0.000008600751,0.002270131,0.000251908,0.00001623165,0.00008932767,0.01011754,0.0004828014,0.0001197596,0.05789189,0.9287034,0.00004159649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01345817,0.02309831,0.001661333,0.1292383,0.001410315,0.00003376753,0.000367924,0.00008811715,0.8306437],"genre_scores_gemma":[0.4498875,0.03738048,0.003756866,0.02504422,0.0005327155,0.00006541251,0.0003553306,0.0002144395,0.4827631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8725094,"threshold_uncertainty_score":0.9250138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2481656796","doi":"10.1057/9781403907301","title":"Innovation and Social Learning","year":2002,"lang":"en","type":"book","venue":"Palgrave Macmillan UK eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto; Eurostars; Social Sciences and Humanities Research Council of Canada; Ministerstvo Průmyslu a Obchodu; Canadian Institute for Advanced Research","keywords":"Coping (psychology); Task (project management); Political science; Economic system; Economy; Economics; Psychology; Management","authors":[{"name":"Meric S. Gertler","is_ca":true},{"name":"David A. Wolfe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04099629747111242,"gpt":0.2880951628278143,"spread":0.2470988653567019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002664659,0.001174276,0.001004947,0.001196526,0.003109619,0.009504961,0.00101397,0.004653058,0.01002678],"category_scores_gemma":[0.002579119,0.0003156836,0.0003742581,0.002122598,0.02927145,0.007266932,0.002895052,0.004594444,0.003070669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005095195,"about_ca_system_score_gemma":0.005248415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914354,"about_ca_topic_score_gemma":0.006872254,"domain_scores_codex":[0.9981438,0.00105476,0.00005079572,0.0002282837,0.0003597766,0.0001624931],"domain_scores_gemma":[0.9984207,0.00106919,0.0000957749,0.0001819804,0.0001276405,0.0001047591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003784044,0.00001528183,0.00006964475,0.00007207417,0.000006771157,0.00002745082,0.002284866,0.0003084809,0.00004528552,0.9675397,0.01491049,0.01471622],"study_design_scores_gemma":[0.000009362331,0.0000177477,0.000153831,0.0001706003,0.00000279028,0.00004820839,0.001025825,0.0001665146,0.00004846511,0.7712134,0.227136,0.000007149906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002246576,0.08093862,0.007739101,0.03856358,0.002258011,0.00006292549,0.00004527981,0.0001019649,0.868044],"genre_scores_gemma":[0.3438368,0.1052399,0.01487108,0.01893745,0.005493084,0.0005352599,0.0001409179,0.0002023985,0.5107431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01002678,"threshold_uncertainty_score":0.03696841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W264061084","doi":"","title":"Clusters Old and New: The Transition to a Knowledge Economy in Canada's Regions","year":2003,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Strategic studies; Kingdom; Clinical neuropsychology; Humanities; Sociology; Library science; Media studies; Political science; Art; Law","authors":[{"name":"David A. Wolfe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02113239536280144,"gpt":0.2803905859935666,"spread":0.2592581906307652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796674,0.0003047568,0.0002419471,0.001604567,0.007922515,0.009547072,0.001020063,0.0009947995,0.008785792],"category_scores_gemma":[0.001321668,0.000197652,0.0002536135,0.005852471,0.005957146,0.002916654,0.001544299,0.001133943,0.0009128376],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1004101,"about_ca_system_score_gemma":0.09272613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975367,"about_ca_topic_score_gemma":0.9920948,"domain_scores_codex":[0.9994681,0.00004511206,0.000009273301,0.00004244714,0.0002438602,0.0001911378],"domain_scores_gemma":[0.9994276,0.00009151534,0.00001894484,0.00003517141,0.0002271897,0.0001994994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002496434,0.000007457324,0.001570156,0.0001587467,0.000008523096,0.0004228679,0.02259742,0.001272092,0.0001654574,0.5819084,0.2794448,0.112419],"study_design_scores_gemma":[0.000002098409,0.000002079682,0.00206784,0.0001108225,0.000003722136,0.00007022626,0.007329614,0.0001567434,0.00005174201,0.01293994,0.9772564,0.00000873034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0160047,0.03346415,0.001299818,0.02619266,0.001125497,0.00004589585,0.0004796601,0.0001163602,0.9212713],"genre_scores_gemma":[0.2878445,0.04324713,0.002252834,0.002688394,0.0002965923,0.00004341325,0.0004445375,0.0001631479,0.6630194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8995899,"threshold_uncertainty_score":0.7285297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527947011","doi":"10.3138/9781442673564-013","title":"10. The Role of Universities in Regional Development and Cluster Formation","year":2005,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cluster (spacecraft); Business; Economic geography; Process management; Political science; Geography; Computer science; Operating system","authors":[{"name":"David A. Wolfe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02501499254241041,"gpt":0.2226867010721321,"spread":0.1976717085297217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144277,0.0002043584,0.0001701211,0.0007499087,0.002255301,0.005000616,0.0006845637,0.0009479016,0.0117754],"category_scores_gemma":[0.0016254,0.0001555946,0.0002412979,0.001719832,0.00444832,0.002547321,0.002756156,0.0008803466,0.002889514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158946,"about_ca_system_score_gemma":0.007329274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02653924,"about_ca_topic_score_gemma":0.04942196,"domain_scores_codex":[0.9992076,0.0003987756,0.00002119703,0.00008552332,0.0001161668,0.0001708754],"domain_scores_gemma":[0.9993014,0.0001775768,0.00006832232,0.00005701324,0.0001860992,0.0002095619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000119361,0.000008689291,0.0006026533,0.0001269352,0.000002715554,0.00007350272,0.004063358,0.0007623659,0.00009566971,0.8984623,0.04698753,0.04880239],"study_design_scores_gemma":[0.000006938411,0.00001325762,0.002219867,0.0002493043,0.000005587461,0.0001403476,0.004582054,0.0005233244,0.0002558565,0.1042534,0.8877409,0.00000925272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009018952,0.01592779,0.003592796,0.01852677,0.0004539527,0.00004618185,0.00007615944,0.0000770788,0.9522802],"genre_scores_gemma":[0.5223449,0.02512157,0.004803918,0.001872644,0.0005407708,0.00009841191,0.0001279937,0.00008220647,0.4450076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02653924,"threshold_uncertainty_score":0.08408773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W650678827","doi":"10.1787/9789264044326-en","title":"Clusters, Innovation and Entrepreneurship","year":2009,"lang":"en","type":"book","venue":"Local economic and employment development","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Economic geography; Business; Geography; Finance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03397550930885269,"gpt":0.275115682298157,"spread":0.2411401729893043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050288,0.0004172201,0.0003410545,0.001083072,0.00216253,0.00543616,0.000440843,0.0009604801,0.009331857],"category_scores_gemma":[0.001144065,0.0001438162,0.0002754873,0.001895334,0.004816915,0.00385835,0.002487845,0.00140976,0.001781882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00309352,"about_ca_system_score_gemma":0.002236142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412844,"about_ca_topic_score_gemma":0.004105922,"domain_scores_codex":[0.9995922,0.000148675,0.00001261144,0.00004835768,0.0001311407,0.00006692626],"domain_scores_gemma":[0.9995832,0.0002207118,0.00003021603,0.00003257996,0.00004815351,0.00008506602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009103673,0.0000121626,0.0003119703,0.0001735827,0.000005618471,0.000112362,0.003291759,0.0004783039,0.00007997579,0.8546212,0.08862428,0.05227968],"study_design_scores_gemma":[0.000002721792,0.00001275824,0.0004412898,0.0002184343,0.0000023957,0.0001359294,0.001606805,0.0001440315,0.00005464582,0.1427352,0.8546413,0.00000455043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006415576,0.09348592,0.003553514,0.02007052,0.002988466,0.00004460775,0.00005798715,0.0001024827,0.8732809],"genre_scores_gemma":[0.1645422,0.0945319,0.003254117,0.004214414,0.002059247,0.0001045435,0.0001175779,0.00009209334,0.7310838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009331857,"threshold_uncertainty_score":0.03121817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W27954626","doi":"","title":"National innovation and the academic research enterprise : public policy in global perspective","year":2010,"lang":"en","type":"book","venue":"University of Twente Research Information","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Political science; Public policy; European union; National innovation system; Public administration; Asset (computer security); Economic growth; Business; Economic policy; Economics; Economy","authors":[{"name":"David D. Dill","is_ca":false},{"name":"Frans A. van Vught","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141812985356283,"gpt":0.4324227905874051,"spread":0.3182414920517768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003374508,0.0005781116,0.0008491473,0.001855525,0.003210602,0.01472372,0.000950261,0.004472828,0.01298751],"category_scores_gemma":[0.00512255,0.0003843498,0.0004641723,0.004924685,0.007040282,0.01367314,0.003515572,0.006198058,0.003737376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155813,"about_ca_system_score_gemma":0.01106219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845076,"about_ca_topic_score_gemma":0.007476869,"domain_scores_codex":[0.9975531,0.0008628989,0.00008089098,0.0002399488,0.0009661355,0.0002972218],"domain_scores_gemma":[0.9964005,0.002517887,0.0001786741,0.0002252277,0.0004486716,0.0002290708],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008873423,0.00001511742,0.00005769172,0.0001519654,0.000004664439,0.00003077761,0.0009649686,0.0003473935,0.00004593081,0.7574358,0.214979,0.02595783],"study_design_scores_gemma":[0.000002423644,0.000003269545,0.0001238891,0.0002079413,0.00000275776,0.00002286202,0.0004969583,0.00006505843,0.00002387889,0.05822944,0.9408168,0.00000475374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001028606,0.09521457,0.00149961,0.1524366,0.01024376,0.00002978083,0.00009005942,0.0001282689,0.7393287],"genre_scores_gemma":[0.05827214,0.1418989,0.002535986,0.06259172,0.01339956,0.0001858894,0.0002957941,0.0002592899,0.7205607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9966255,"threshold_uncertainty_score":0.08386052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122068751","doi":"10.3152/030234210x12778118264459","title":"Europeanization of innovation policy in Central and Eastern Europe","year":2010,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Restructuring; European union; Economic system; Industrial policy; Economic restructuring; Sustainable growth rate; Political science; Economic policy; Business; Sustainable development; Economic growth; Economics; International trade; Finance","authors":[{"name":"Margit Suurna","is_ca":true},{"name":"Rainer Kattel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02905902149528779,"gpt":0.3198944160212025,"spread":0.2908353945259147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007321517,0.0002197377,0.0004993603,0.002273568,0.002152484,0.007428299,0.0006262757,0.001840775,0.002251999],"category_scores_gemma":[0.00710331,0.0001883824,0.0003964299,0.003369711,0.004652044,0.00265206,0.004019064,0.001594721,0.0001267679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034574,"about_ca_system_score_gemma":0.01204554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0210011,"about_ca_topic_score_gemma":0.01294344,"domain_scores_codex":[0.9969259,0.001132175,0.0002161043,0.0004569197,0.0005081216,0.00076084],"domain_scores_gemma":[0.9973678,0.000893481,0.0006223384,0.0002446217,0.0004858976,0.0003859149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001737396,0.00006892124,0.007744288,0.0002017526,0.00007417711,0.0003482061,0.004361159,0.003329005,0.000826155,0.9484286,0.002209415,0.03223454],"study_design_scores_gemma":[0.0002493722,0.000245166,0.2457499,0.001990319,0.0002032879,0.0009374609,0.007549597,0.002637185,0.003774201,0.1696682,0.5668677,0.0001275267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798365,0.04722285,0.003115469,0.02107406,0.0004023481,0.00006241482,0.0002008299,0.00007281606,0.3480126],"genre_scores_gemma":[0.9827235,0.004883827,0.0008845648,0.0025387,0.00008076248,0.00004077295,0.00008478045,0.00001230847,0.008751002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0210011,"threshold_uncertainty_score":0.07506394,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2023429217","doi":"10.1016/j.technovation.2007.10.006","title":"On the dynamics of innovation in Quebec's coastal maritime industry","year":2007,"lang":"en","type":"article","venue":"Technovation","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski; Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Maritime industry; Economic geography; Business; Business cluster; Industrial organization; Cluster (spacecraft); Action (physics); Marketing; Regional science; Economics; International trade; Geography; Computer science","authors":[{"name":"David Doloreux","is_ca":true},{"name":"Yannik Melançon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02568416182993652,"gpt":0.3134987040233337,"spread":0.2878145421933972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087152,0.0001651871,0.000269555,0.001978341,0.004315012,0.006763963,0.0009104191,0.001614027,0.01265756],"category_scores_gemma":[0.003866492,0.0001355099,0.0003308264,0.003085192,0.003146908,0.001776708,0.001450629,0.001191451,0.0003473148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08406222,"about_ca_system_score_gemma":0.03999135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9702708,"about_ca_topic_score_gemma":0.9843046,"domain_scores_codex":[0.9990153,0.0002083763,0.00001747136,0.00006144912,0.0001638431,0.000533456],"domain_scores_gemma":[0.9953056,0.001864057,0.0004782079,0.00008505175,0.001247679,0.001019388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004598059,0.0003358487,0.2155544,0.0002047283,0.0001209649,0.001361482,0.01812255,0.03742402,0.001692446,0.6234823,0.02830313,0.07293818],"study_design_scores_gemma":[0.00008348381,0.0001591041,0.7181782,0.0004597067,0.0001076352,0.0001269257,0.06224431,0.0350329,0.0005416943,0.0404411,0.1424998,0.0001251519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010927,0.00281092,0.0009947094,0.02184218,0.00003753757,0.00005728761,0.0009500413,0.00002628885,0.1721883],"genre_scores_gemma":[0.9884135,0.0006409303,0.0001201997,0.00022686,0.00001002212,0.00000999002,0.00006525317,0.000003405289,0.01050976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08406222,"threshold_uncertainty_score":0.6099169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026501928","doi":"10.1093/cjres/rst006","title":"Governing regional economic development: innovation challenges and policy learning in Canada","year":2013,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Politics; Library science; Political science; Economic history; History; Law; Computer science","authors":[{"name":"Norah M. Bradford","is_ca":false},{"name":"David A. Wolfe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03011275530298136,"gpt":0.2544467316100671,"spread":0.2243339763070857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006925216,0.0003141749,0.0007134489,0.001920787,0.02263911,0.01285046,0.002837462,0.003788717,0.004087751],"category_scores_gemma":[0.01272178,0.0003512775,0.0005835746,0.005040052,0.01846811,0.003235513,0.00699701,0.004862133,0.00021177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.3079982,"about_ca_system_score_gemma":0.4908811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956228,"about_ca_topic_score_gemma":0.9968105,"domain_scores_codex":[0.9922171,0.001216684,0.0001620619,0.0006066541,0.001731212,0.00406632],"domain_scores_gemma":[0.990325,0.003115196,0.0004044901,0.0003679334,0.002741112,0.003046274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000734136,0.0000809448,0.009271813,0.0003422119,0.00003949975,0.0008045713,0.02698009,0.008391936,0.0004811889,0.8473548,0.0234333,0.0827463],"study_design_scores_gemma":[0.0000865651,0.00007181744,0.03812502,0.0008754028,0.00007206649,0.0002142533,0.07155219,0.01073737,0.001165787,0.1761232,0.7007477,0.0002286244],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2847264,0.02050128,0.007128797,0.3686505,0.0005449791,0.0002736272,0.0005172352,0.0001817883,0.3174754],"genre_scores_gemma":[0.9597542,0.006748117,0.003736488,0.005492607,0.00005873118,0.00005714041,0.0001044288,0.00003220352,0.02401614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3079982,"threshold_uncertainty_score":0.802624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242218969","doi":"10.1007/978-981-13-1190-1","title":"Regional and Local Development in Times of Polarisation","year":2019,"lang":"en","type":"book","venue":"New geographies of Europe","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universität Leipzig; Cardiff University; Tartu Ülikool; Universitatea Babeș-Bolyai; University of Oxford; Social Sciences and Humanities Research Council of Canada; Boston College","keywords":"Politics; Political science; Process (computing); Civil society; Polarization (electrochemistry); Political economy; Economic system; Economics; Computer science; Law","authors":[{"name":"Franziska Görmar","is_ca":false},{"name":"Thilo Lang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02297394028328693,"gpt":0.262040730224164,"spread":0.239066789940877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471645,0.0002993054,0.000288995,0.0005225756,0.002176679,0.005327528,0.0004476343,0.0008317069,0.01434175],"category_scores_gemma":[0.001032176,0.0001397193,0.0002267993,0.001172412,0.005291808,0.002908055,0.002870906,0.001902042,0.002486672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003802727,"about_ca_system_score_gemma":0.00185199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827591,"about_ca_topic_score_gemma":0.01323159,"domain_scores_codex":[0.999517,0.000252666,0.00000936277,0.00005173456,0.0001017216,0.00006752564],"domain_scores_gemma":[0.9997862,0.00009068651,0.00001662814,0.0000287405,0.00003750571,0.00004015484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007111976,0.000005000761,0.0000928864,0.00006213326,0.000001798187,0.00008155152,0.005516672,0.0002895621,0.00009312668,0.9058859,0.06864692,0.01931737],"study_design_scores_gemma":[0.000001949039,0.000005033057,0.0002689135,0.0001123253,0.000001682565,0.00007323233,0.003396765,0.0001052437,0.00004202087,0.05953401,0.9364559,0.000002854644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003072443,0.01403206,0.001743015,0.009837792,0.0009537112,0.00001614301,0.00003999246,0.00004404266,0.9702607],"genre_scores_gemma":[0.1776491,0.02229235,0.002441845,0.003142605,0.0009728292,0.00006813502,0.0001254843,0.0001410236,0.7931666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01434175,"threshold_uncertainty_score":0.04797792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1503946328","doi":"","title":"Innovation and Business Strategy: Why Canada Falls Short","year":2009,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Council of Canadian Academies","funders":"","keywords":"Information and Communications Technology; Productivity; Convergence (economics); Business sector; Economics; Information technology; Business; Labour economics; Economic growth; Economy; Political science","authors":[{"name":"Peter Nicholson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04861746121726213,"gpt":0.3441715535875827,"spread":0.2955540923703205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00416775,0.0002985695,0.0006062854,0.003083738,0.01562692,0.01548699,0.001754725,0.00504608,0.02306285],"category_scores_gemma":[0.01950469,0.0003176814,0.0004755675,0.006384645,0.01212545,0.007486541,0.004624619,0.00625089,0.001946663],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1129943,"about_ca_system_score_gemma":0.2125742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9712495,"about_ca_topic_score_gemma":0.9753531,"domain_scores_codex":[0.9910369,0.0005535567,0.0001713261,0.0005748218,0.004173344,0.003490106],"domain_scores_gemma":[0.9749946,0.003978561,0.0007142363,0.0004828338,0.01184558,0.007984226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001235761,0.00006981498,0.01205732,0.0004385574,0.00004577203,0.0005019247,0.006595005,0.0004453091,0.0003682257,0.4358715,0.3523112,0.1911717],"study_design_scores_gemma":[0.00004600034,0.00004018478,0.02999831,0.0009757818,0.00002472574,0.0001508985,0.01477068,0.0005027907,0.0003077067,0.03810671,0.9149745,0.000101645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04552299,0.04398748,0.000677084,0.6257285,0.00210334,0.00004885071,0.0006531529,0.0001151976,0.2811634],"genre_scores_gemma":[0.7601988,0.0418258,0.0008737209,0.1033164,0.0009153522,0.000052733,0.00062759,0.0002565472,0.09193297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8870057,"threshold_uncertainty_score":0.8198352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973048832","doi":"10.1504/ijtm.2010.032676","title":"Anchor tenants and regional innovation systems: the aircraft industry","year":2010,"lang":"en","type":"article","venue":"International Journal of Technology Management","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business; Externality; Industrial organization; Marketing; Economics; Microeconomics","authors":[{"name":"Jorge Niosi","is_ca":true},{"name":"Majlinda Zhegu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02122396425708889,"gpt":0.3322706926331289,"spread":0.31104672837604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002404525,0.0003236839,0.000283069,0.002312132,0.002192156,0.006361388,0.0008118481,0.001747624,0.008137177],"category_scores_gemma":[0.004992819,0.0002231405,0.0004071433,0.003278535,0.00944316,0.006785457,0.003873394,0.001336556,0.000461185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005049272,"about_ca_system_score_gemma":0.0019738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019519,"about_ca_topic_score_gemma":0.007309045,"domain_scores_codex":[0.9979503,0.001184572,0.00005767755,0.0002027314,0.0001887367,0.0004160515],"domain_scores_gemma":[0.9968389,0.001527457,0.0007985067,0.0001529045,0.0002522836,0.0004298238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003706603,0.00002113466,0.003557045,0.00004146886,0.00001360339,0.0001837633,0.003221247,0.003693212,0.0002105697,0.9813197,0.0004573473,0.007243806],"study_design_scores_gemma":[0.0001188887,0.0002052382,0.0185597,0.0002251559,0.00005907506,0.0004477484,0.01751474,0.02434012,0.0006535301,0.8770437,0.06075362,0.00007842237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6202108,0.007968077,0.04644793,0.02472401,0.0001129253,0.00009690782,0.0001167166,0.00009229406,0.3002304],"genre_scores_gemma":[0.9964647,0.0007751812,0.001037562,0.00009457696,0.00002260062,0.00001124501,0.00001223764,0.00000380054,0.001578008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019519,"threshold_uncertainty_score":0.03663522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968442066","doi":"10.1080/00343404.2013.870988","title":"Knowledge-Intensive Business Services (KIBS) Use and User Innovation: High-Order Services, Geographic Hierarchies and Internet Use in Quebec's Manufacturing Sector","year":2014,"lang":"en","type":"article","venue":"Regional Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Business; Order (exchange); The Internet; Geographical distance; Service (business); Industrial organization; Point (geometry); Marketing; Service provider; Tertiary sector of the economy; Knowledge management; Economic geography; Computer science; Geography; World Wide Web; Finance; Mathematics","authors":[{"name":"Richard Shearmur","is_ca":true},{"name":"David Doloreux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05333317550659318,"gpt":0.3004037478771177,"spread":0.2470705723705245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428877,0.0001527938,0.0002245324,0.001445507,0.001631974,0.002087976,0.0007267485,0.0004973611,0.004992594],"category_scores_gemma":[0.003298821,0.0001240566,0.0003936114,0.00399412,0.001282,0.0008288066,0.0009100449,0.0005743349,0.0002984472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01770221,"about_ca_system_score_gemma":0.01005947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9772162,"about_ca_topic_score_gemma":0.9865736,"domain_scores_codex":[0.9993997,0.0001239606,0.00003263913,0.00007091278,0.0001736053,0.0001992928],"domain_scores_gemma":[0.9947436,0.001436904,0.001176217,0.0001345359,0.001255347,0.001253495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005778962,0.0000573329,0.9816605,0.0000394056,0.00003786652,0.000109289,0.004609872,0.0003307027,0.0002303865,0.0006258848,0.0009486938,0.01129228],"study_design_scores_gemma":[0.00000240216,0.00001402744,0.9940954,0.00002336917,0.00001276765,0.00001808522,0.004527065,0.0004369041,0.00005355249,0.00003142052,0.000777504,0.000007435406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955824,0.0004706533,0.00006414429,0.0006389479,0.000002432037,0.000009377015,0.0004518784,0.000004392233,0.002775857],"genre_scores_gemma":[0.9988664,0.0001836086,0.00003287387,0.00003179479,0.000001827376,0.000003883503,0.0001366373,0.000001590357,0.0007413199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278376,"threshold_uncertainty_score":0.1284391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978240308","doi":"10.1080/00343400701530865","title":"Canadian Science, Technology and Innovation Policy: The Product of Regional Networking?","year":2007,"lang":"en","type":"article","venue":"Regional Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Political science; Public administration; Humanities","authors":[{"name":"Mónica Salazar Villanea","is_ca":true},{"name":"Adam Holbrook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08032986544184419,"gpt":0.3822453243742552,"spread":0.3019154589324111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005367235,0.0005715779,0.0007292986,0.002558657,0.01260562,0.013619,0.001791587,0.003816573,0.01211045],"category_scores_gemma":[0.01426809,0.000429348,0.000579385,0.006432998,0.01070034,0.005987523,0.004194266,0.003612749,0.0009859749],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1516397,"about_ca_system_score_gemma":0.2546424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755599,"about_ca_topic_score_gemma":0.9755221,"domain_scores_codex":[0.9910775,0.001412909,0.0001876723,0.0009406995,0.003872373,0.002508906],"domain_scores_gemma":[0.9934889,0.001118636,0.0004674668,0.0004155346,0.002889578,0.001619915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002857869,0.00001349998,0.002374149,0.0001949068,0.0000342557,0.0001264539,0.004026141,0.0008383527,0.0002282164,0.8693916,0.07754593,0.04519798],"study_design_scores_gemma":[0.00002746243,0.0000177211,0.01071487,0.0005520907,0.00007800699,0.00008234727,0.005132182,0.000814513,0.0003587639,0.09964335,0.8825017,0.00007700604],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01820428,0.0424359,0.004368169,0.4759776,0.001279145,0.00007518474,0.0009147601,0.000188648,0.4565563],"genre_scores_gemma":[0.8159178,0.04779447,0.00745057,0.03369483,0.0007336281,0.00009572507,0.0006727545,0.0001584051,0.09348176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9873944,"threshold_uncertainty_score":0.9839777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2264488451","doi":"10.1057/9781403907301_10","title":"Regions as Laboratories: the Rise of Regional Experimentalism in Europe","year":2002,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Nothing; Politics; Experimentalism; Action (physics); Political economy; Political science; Indigenous; Regional development; Political action; Development economics; Sociology; Economics; Law; Epistemology; Regional science","authors":[{"name":"Kevin Morgan","is_ca":true},{"name":"Dylan Henderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04557321992307331,"gpt":0.2976748038353188,"spread":0.2521015839122455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005559924,0.0002560975,0.0005287429,0.001006177,0.002327018,0.008204954,0.001202648,0.002428665,0.004908773],"category_scores_gemma":[0.003515103,0.0003622371,0.0005870148,0.001899653,0.0218596,0.005587079,0.006653534,0.002543481,0.0004681495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005629424,"about_ca_system_score_gemma":0.002672435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004100683,"about_ca_topic_score_gemma":0.003820074,"domain_scores_codex":[0.9965522,0.002384024,0.00006529137,0.0004389653,0.0002389797,0.0003203919],"domain_scores_gemma":[0.9984763,0.0009930049,0.00009246194,0.0003019286,0.00006721798,0.00006901246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009025127,0.000005324616,0.00004076109,0.00002408562,0.000002374988,0.00002540283,0.001049858,0.0002632046,0.00006223271,0.9919035,0.0009551612,0.005659127],"study_design_scores_gemma":[0.00005727817,0.00007655468,0.00123716,0.0003966421,0.00001913491,0.000138084,0.002337807,0.0006810937,0.0006368039,0.4062055,0.5881885,0.00002543959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03777952,0.0542966,0.01468072,0.01224773,0.0004614985,0.00003397273,0.00005338273,0.0001619843,0.8802845],"genre_scores_gemma":[0.9225004,0.018564,0.006168196,0.004536027,0.0002465718,0.0001663431,0.000059432,0.0001428333,0.04761622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008204954,"threshold_uncertainty_score":0.0408445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2725013198","doi":"10.1080/1331677x.2017.1340174","title":"Regional absorption capacity of EU funds","year":2017,"lang":"en","type":"article","venue":"Economic Research-Ekonomska Istraživanja","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McMaster University","keywords":"Absorption capacity; Cohesion (chemistry); Convergence (economics); Per capita; Eu countries; Economics; Regional science; International economics; Business; European union; Economic geography; Economic growth; Geography; Chemistry","authors":[{"name":"Ines Kersan‐Škabić","is_ca":false},{"name":"Lela Tijanić","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3709026235254314,"gpt":0.4670345253620031,"spread":0.09613190183657166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002284386,0.0001606359,0.0003866328,0.001054351,0.0003744137,0.002198375,0.0004453867,0.0003382699,0.004590886],"category_scores_gemma":[0.0112806,0.0001453681,0.0003765004,0.001085159,0.0008414552,0.001411255,0.002250588,0.0004087511,0.0004283491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008401261,"about_ca_system_score_gemma":0.0009042214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089116,"about_ca_topic_score_gemma":0.002686526,"domain_scores_codex":[0.9980536,0.0006482406,0.0001237013,0.0002511409,0.0002246363,0.0006987528],"domain_scores_gemma":[0.9940799,0.002389649,0.002116719,0.0005432273,0.0005345784,0.0003359433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008108182,0.0002055429,0.6713838,0.000380838,0.0004911433,0.001364449,0.007469348,0.03983883,0.008497719,0.1568323,0.002181708,0.1105436],"study_design_scores_gemma":[0.00002777362,0.0002400886,0.9551617,0.0001225769,0.0001647731,0.0005185088,0.005519433,0.006205055,0.003986406,0.01105375,0.01696145,0.00003860291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775912,0.0002137233,0.001395922,0.000206264,0.000002597654,0.00001147955,0.0001149266,0.00002724554,0.02043677],"genre_scores_gemma":[0.9993461,0.00003398362,0.0001320816,0.00000663438,0.000001910779,0.000004154687,0.00003892561,0.000003009245,0.0004332329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004590886,"threshold_uncertainty_score":0.01535809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992664798","doi":"10.1080/02513625.2009.10557034","title":"The Strategic Dimensions of Knowledge industries in Urban Development","year":2009,"lang":"en","type":"article","venue":"disP - The Planning Review","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vision; Demise; Quarter (Canadian coin); Business; Knowledge management; Rhetoric; Knowledge economy; Knowledge creation; Political science; Sociology; Marketing; Geography; Computer science","authors":[{"name":"Klaus R. Kunzmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1138474036182469,"gpt":0.3853321656075208,"spread":0.2714847619892739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002336239,0.0002739399,0.0002147186,0.003072561,0.002897436,0.01013924,0.0005247556,0.00142425,0.003120171],"category_scores_gemma":[0.002844747,0.0002687005,0.0003002142,0.004748532,0.01540286,0.006997017,0.005678393,0.001264997,0.0003777964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006801132,"about_ca_system_score_gemma":0.008949066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00833222,"about_ca_topic_score_gemma":0.01666449,"domain_scores_codex":[0.996828,0.001945741,0.000124659,0.0001400149,0.0004664196,0.0004951553],"domain_scores_gemma":[0.9975077,0.001376389,0.0003081539,0.0001267618,0.0004461089,0.0002349206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006495872,0.000009737398,0.001400425,0.0002335536,0.000006945903,0.0001508636,0.002755289,0.0009178068,0.00005531774,0.9646741,0.001279434,0.02850995],"study_design_scores_gemma":[0.000008935674,0.00003383973,0.004699163,0.0009810897,0.00002278173,0.0003594446,0.04068404,0.001041321,0.0004511693,0.7122149,0.2394721,0.00003116817],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08345023,0.07176899,0.03081483,0.05393503,0.0002985132,0.00009494528,0.0001007486,0.00003943636,0.7594972],"genre_scores_gemma":[0.9580126,0.02892242,0.003827092,0.0009797097,0.00007121103,0.000047917,0.00003080696,0.00000703884,0.008101212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01013924,"threshold_uncertainty_score":0.04934585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035266702","doi":"10.3152/147154305781779623","title":"The Innovation Systems Research Network: a Canadian experiment in knowledge management","year":2005,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Premise; Dissemination; Diversity (politics); Innovation system; Collaborative network; Knowledge management; Regional science; Regional innovation system; Business; Public relations; Political science; Sociology; Industrial organization; Computer science","authors":[{"name":"J. Adam Holbrook","is_ca":true},{"name":"David A. Wolfe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1326168658723475,"gpt":0.4459693262337664,"spread":0.3133524603614189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03413666,0.0007958816,0.0008766881,0.00196374,0.01678042,0.004919813,0.003017178,0.002330717,0.007507361],"category_scores_gemma":[0.03044639,0.0006076408,0.0007461531,0.005522093,0.008267093,0.00363986,0.004249899,0.003440011,0.0006194191],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06482478,"about_ca_system_score_gemma":0.150744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.920337,"about_ca_topic_score_gemma":0.9520681,"domain_scores_codex":[0.9700788,0.01599029,0.0005164453,0.001818778,0.008118269,0.003477459],"domain_scores_gemma":[0.9601478,0.01888715,0.001745233,0.004582069,0.007033207,0.007604445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.02254212,0.02658962,0.03767907,0.001508944,0.0006220514,0.001540381,0.03734862,0.02008701,0.008052309,0.4350464,0.248065,0.1609184],"study_design_scores_gemma":[0.03047414,0.01759063,0.0922306,0.0007310722,0.001015178,0.0002278782,0.03968024,0.0390909,0.008391513,0.08147161,0.6877027,0.001393619],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6412832,0.0010561,0.009192827,0.03403654,0.001071951,0.01100976,0.0107143,0.00047665,0.2911587],"genre_scores_gemma":[0.8623649,0.002113209,0.04539586,0.007421893,0.0002739617,0.0150834,0.005011722,0.0003002953,0.06203473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9832196,"threshold_uncertainty_score":0.4703389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1546197113","doi":"","title":"New Estimates of the Index of Economic Well-being for Selected OECD Countries, 1981 - 2007","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); Economics; Per capita; Ninth; Economic security; European commission; Development economics; Economic growth; Economic policy; European union; Population; Demography","authors":[{"name":"Andrew Sharpe","is_ca":false},{"name":"Lars Osberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02550671601589575,"gpt":0.3523227831027585,"spread":0.3268160670868627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001502039,0.0008736477,0.0005912497,0.008334564,0.0004322193,0.001479379,0.0004197795,0.0002815422,0.002280404],"category_scores_gemma":[0.00398192,0.00022062,0.0008679492,0.01028592,0.0002665452,0.00129256,0.001478334,0.0008634745,0.001540054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495455,"about_ca_system_score_gemma":0.001503649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07178799,"about_ca_topic_score_gemma":0.08136842,"domain_scores_codex":[0.999158,0.00008318331,0.000115825,0.00009419101,0.0004318946,0.0001169083],"domain_scores_gemma":[0.9972852,0.0002276729,0.0006915615,0.0001704925,0.001476236,0.0001488674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002512746,0.0001067882,0.6949157,0.0008829153,0.0006963116,0.0003946492,0.001686139,0.007702992,0.0004579594,0.007592006,0.1782806,0.1070328],"study_design_scores_gemma":[0.00001464657,0.00004958656,0.8611904,0.0001309414,0.00007599949,0.0001531792,0.0009475845,0.000538868,0.0003138442,0.0006080333,0.1359386,0.00003823557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2968361,0.007553359,0.006082013,0.001043517,0.000714422,0.0004752091,0.5744014,0.0004646119,0.1124293],"genre_scores_gemma":[0.3696991,0.007851753,0.009520245,0.0002570771,0.0003550582,0.001606821,0.5888965,0.0001303067,0.0216832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07178799,"threshold_uncertainty_score":0.1427402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978042955","doi":"10.1108/jepp-04-2019-0034","title":"Growing entrepreneurial ecosystems","year":2019,"lang":"en","type":"article","venue":"Journal of Entrepreneurship and Public Policy","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Intermediary; Entrepreneurship; Originality; Variety (cybernetics); Process (computing); Business; Industrial organization; Knowledge management; Process management; Marketing; Computer science; Political science; Creativity","authors":[{"name":"Allison Bramwell","is_ca":false},{"name":"Nicola Hepburn","is_ca":false},{"name":"David A. Wolfe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02448661085299772,"gpt":0.2950350130373866,"spread":0.2705484021843888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00471785,0.0003085404,0.0003344374,0.001438185,0.01053948,0.008306484,0.001630569,0.001166038,0.00711664],"category_scores_gemma":[0.007198155,0.0002984603,0.0004413164,0.001548961,0.01060732,0.004387616,0.009497189,0.001179495,0.0008877884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02160798,"about_ca_system_score_gemma":0.03938769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2221011,"about_ca_topic_score_gemma":0.4990416,"domain_scores_codex":[0.9971305,0.0009077957,0.00007132437,0.0003710938,0.0006163707,0.0009030044],"domain_scores_gemma":[0.994837,0.0009175615,0.0004555464,0.0007249726,0.001114066,0.001950877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001420692,0.0002268179,0.06061638,0.0005221413,0.00006122638,0.002560306,0.1347273,0.003262157,0.002995386,0.5477266,0.02679889,0.2203608],"study_design_scores_gemma":[0.00003841718,0.00009745689,0.02405971,0.0004773988,0.00003502354,0.0004652624,0.08370528,0.001583296,0.0007920897,0.05707913,0.8316192,0.00004770734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4019433,0.001752402,0.02026968,0.01788934,0.0003862992,0.0006741105,0.0003094195,0.000287666,0.5564877],"genre_scores_gemma":[0.949743,0.001517542,0.01169762,0.001385428,0.00003905614,0.00021145,0.0001439739,0.00006490281,0.03519705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2221011,"threshold_uncertainty_score":0.4416168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247240454","doi":"10.4324/9781003089858-4","title":"Economic and fiscal policy coordination after the crisis: is the European Semester promoting more or less state intervention?","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Erasmus+; Social Sciences and Humanities Research Council of Canada; Universiteit Leiden; Universitetet i Agder; European Commission","keywords":"Intervention (counseling); State (computer science); Fiscal policy; Economic policy; Economics; Crisis intervention; Macroeconomics; Psychology; Social psychology; Computer science","authors":[{"name":"Jörg Haas","is_ca":false},{"name":"Valerie J. D’Erman","is_ca":true},{"name":"Daniel F. Schulz","is_ca":false},{"name":"Amy Verdun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03312370710306798,"gpt":0.316690668982196,"spread":0.283566961879128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002549543,0.0002006059,0.0003773749,0.00128907,0.001002944,0.007971254,0.000909939,0.001500641,0.009770123],"category_scores_gemma":[0.005232859,0.0001467616,0.0003252389,0.005879895,0.001248001,0.003181184,0.001696776,0.002097448,0.001700662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00391386,"about_ca_system_score_gemma":0.007783731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033662,"about_ca_topic_score_gemma":0.02098316,"domain_scores_codex":[0.9984729,0.0004499368,0.00006066158,0.0001896149,0.0002982513,0.0005285838],"domain_scores_gemma":[0.9985362,0.0004681028,0.0003940667,0.0001411134,0.0001877879,0.000272622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002259256,0.0001463804,0.02569625,0.0005371767,0.00006928184,0.000619493,0.007428247,0.005304655,0.000268941,0.5143163,0.2269215,0.218466],"study_design_scores_gemma":[0.00004235918,0.0000480334,0.1001649,0.00123565,0.00003495614,0.0002484874,0.01284401,0.001376687,0.000431823,0.06207938,0.8214512,0.00004255094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.234542,0.03387533,0.003502029,0.1081413,0.001433671,0.00005870698,0.004454604,0.0003469347,0.6136454],"genre_scores_gemma":[0.8905153,0.01696984,0.003626921,0.009660627,0.0005723499,0.0000904036,0.004779753,0.0003208367,0.07346385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02033662,"threshold_uncertainty_score":0.04043651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141531845","doi":"10.1787/5k98xwskmvr6-en","title":"Skills for Competitiveness: A Synthesis Report","year":2012,"lang":"en","type":"paratext","venue":"OECD local economic and employment development (LEED) working papers","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Software deployment; Corporate governance; Quality (philosophy); Business; Set (abstract data type); Regional science; Finance; Geography; Computer science","authors":[{"name":"Francesca Froy","is_ca":false},{"name":"Sylvain Giguère","is_ca":false},{"name":"Michela Meghnagi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03088528924040277,"gpt":0.2947318832950034,"spread":0.2638465940546006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004833608,0.001512285,0.001727034,0.01454305,0.0006665479,0.005492368,0.001237762,0.001546562,0.03971048],"category_scores_gemma":[0.007714904,0.0005711447,0.00196779,0.03728363,0.0004271934,0.002633019,0.002408338,0.001721284,0.008050465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006966115,"about_ca_system_score_gemma":0.01898954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03853386,"about_ca_topic_score_gemma":0.04018291,"domain_scores_codex":[0.99782,0.0004349147,0.0004145373,0.0002388852,0.0008253471,0.0002662622],"domain_scores_gemma":[0.9960697,0.001763454,0.0004462796,0.0001293561,0.0012971,0.0002941312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003291832,0.0001378547,0.001341865,0.1775994,0.0005904603,0.0001435608,0.001057536,0.0008563666,0.0002926166,0.01332272,0.4499725,0.3543559],"study_design_scores_gemma":[0.00005379786,0.00005429141,0.008622459,0.05898421,0.0006244674,0.00005517847,0.001226441,0.00005322351,0.0002200774,0.001495104,0.9285879,0.00002298043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00264083,0.838555,0.001188504,0.007913765,0.006703284,0.001137147,0.08275186,0.0001786269,0.05893098],"genre_scores_gemma":[0.0124774,0.920037,0.003375346,0.002262647,0.001494255,0.002214206,0.03890348,0.0001746616,0.01906112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03971048,"threshold_uncertainty_score":0.1328448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231078599","doi":"10.1093/jopart/mug025","title":"The Determinants of Flexibility and Innovation in the Government Workplace: Recent Evidence from Canada","year":2003,"lang":"en","type":"article","venue":"Journal of Public Administration Research and Theory","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Government (linguistics); Business; Public economics; Industrial organization; Economics; Management","authors":[{"name":"Zsuzsanna Lonti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1828443376311787,"gpt":0.438294000055304,"spread":0.2554496624241253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001979267,0.0001800647,0.0003928531,0.002488796,0.00314123,0.00212821,0.001028991,0.0004632922,0.002301137],"category_scores_gemma":[0.009771263,0.0002453683,0.0004031716,0.006745255,0.00189202,0.0006463758,0.001242139,0.001005844,0.0000953136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02625876,"about_ca_system_score_gemma":0.03894506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989211,"about_ca_topic_score_gemma":0.994251,"domain_scores_codex":[0.9973249,0.0002517827,0.0001025875,0.00023144,0.001285278,0.0008038327],"domain_scores_gemma":[0.9852646,0.003469174,0.003486734,0.0004563907,0.004621174,0.002701927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227789,0.000114574,0.9397801,0.0002582019,0.0001106209,0.0002636274,0.01145662,0.0005281387,0.0002434142,0.002085384,0.001586534,0.04344996],"study_design_scores_gemma":[0.000004726731,0.00001635308,0.9932063,0.00008023362,0.00001842354,0.00002290307,0.004125345,0.0001099712,0.00003242795,0.00006807462,0.002304019,0.00001121994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987648,0.003472761,0.0001348582,0.002010271,0.00001796573,0.00001671861,0.0004607987,0.000006614096,0.006232033],"genre_scores_gemma":[0.9966344,0.002454779,0.0001078201,0.0001207624,0.000007089522,0.000005720872,0.0002324761,0.000002882611,0.0004340528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02625876,"threshold_uncertainty_score":0.1905216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377262899","doi":"10.1515/9780773572430","title":"Canada’s Regional Innovation System","year":2005,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Regional innovation system; Regional science; Geography; Business; Economic geography","authors":[{"name":"Jorge Niosi","is_ca":false},{"name":"Tomás Gabriel Bas","is_ca":false},{"name":"Majlinda Zhegu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0255090092992973,"gpt":0.2322695503018633,"spread":0.206760541002566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005996604,0.0005573144,0.0003491392,0.002151675,0.006032581,0.005332241,0.001111114,0.001130694,0.0343925],"category_scores_gemma":[0.001485168,0.0003787511,0.0003691906,0.004934269,0.0019777,0.0009288715,0.001298168,0.001314747,0.005030876],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09562013,"about_ca_system_score_gemma":0.1779018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891613,"about_ca_topic_score_gemma":0.9926444,"domain_scores_codex":[0.9987296,0.00008006364,0.00002698688,0.0001357314,0.0006594494,0.0003680313],"domain_scores_gemma":[0.9990509,0.00004141746,0.0000190498,0.00004078288,0.0006380727,0.0002097287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001605881,0.000008175758,0.0004319735,0.0001106901,0.000008860139,0.00008473587,0.0006961437,0.0007823565,0.0001510203,0.4447072,0.4982905,0.0547124],"study_design_scores_gemma":[0.00000500688,0.000002986576,0.001031793,0.00003143535,0.000003858022,0.00002172932,0.000109818,0.0002110998,0.00003900919,0.002511379,0.9960226,0.000009249885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0033131,0.006562259,0.001082428,0.008633965,0.0003575886,0.00008023465,0.003390213,0.000398574,0.9761816],"genre_scores_gemma":[0.0611965,0.007657051,0.004223406,0.001605056,0.00008619963,0.0001075698,0.002620532,0.0001244377,0.9223792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9043798,"threshold_uncertainty_score":0.6937758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162070203","doi":"10.1080/09654313.2010.504354","title":"21st Century Cities in Canada: The Geography of Innovation","year":2010,"lang":"en","type":"article","venue":"European Planning Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Regional science; Economic geography; Human geography; Geography; Economy; Economic history; Political science; History; Economics","authors":[{"name":"Phil Cooke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04579188091755212,"gpt":0.3092088344753885,"spread":0.2634169535578365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005041033,0.0003282336,0.0003994505,0.003840679,0.007642419,0.007770534,0.000824261,0.001061887,0.02285246],"category_scores_gemma":[0.002813981,0.0002204972,0.0005125146,0.01529798,0.003137795,0.002219917,0.002659071,0.00118083,0.001211358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1019414,"about_ca_system_score_gemma":0.1193623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968996,"about_ca_topic_score_gemma":0.9988513,"domain_scores_codex":[0.9988463,0.00007817776,0.00002730824,0.00009981814,0.0003768923,0.0005715646],"domain_scores_gemma":[0.9977659,0.0001555709,0.0001912504,0.0000613622,0.001201351,0.0006246369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001360698,0.00004986664,0.08572742,0.0005828326,0.00008259987,0.0009678021,0.01611679,0.002372303,0.0003115447,0.3825178,0.3719886,0.1391464],"study_design_scores_gemma":[0.00002110289,0.00001551028,0.2224689,0.0004657207,0.00004340947,0.0002858031,0.01546086,0.001179973,0.0001417722,0.01437399,0.7454547,0.0000883837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1744327,0.07533009,0.002185798,0.1056657,0.0009734166,0.0001856372,0.03012052,0.0003320811,0.6107742],"genre_scores_gemma":[0.849663,0.03106654,0.002264924,0.002221581,0.000136835,0.00007222441,0.00404531,0.0001264659,0.1104031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1019414,"threshold_uncertainty_score":0.7396404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245952263","doi":"10.4324/9780203126745","title":"Comparative Metropolitan Policy","year":2012,"lang":"en","type":"book","venue":"","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metropolitan area; Regional science; Geography; Archaeology","authors":[{"name":"Jen Nelles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.100262013826,"gpt":0.4081598845425697,"spread":0.3078978707165697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005029224,0.0004848038,0.0002955731,0.001120553,0.002695524,0.004345226,0.0006544932,0.001688065,0.09894852],"category_scores_gemma":[0.001700355,0.0002154184,0.000251546,0.002679006,0.001965627,0.003605526,0.002192612,0.002034431,0.01444797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008235645,"about_ca_system_score_gemma":0.002838899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167757,"about_ca_topic_score_gemma":0.03074118,"domain_scores_codex":[0.9995992,0.0001371913,0.0000135996,0.0000904551,0.0001008171,0.00005878004],"domain_scores_gemma":[0.9997268,0.000080766,0.00001336794,0.00005708556,0.00007638993,0.00004554131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006627392,0.000010001,0.0001021041,0.00008337809,0.000002129473,0.00003384307,0.0007053122,0.0001682224,0.00005334488,0.5998276,0.359661,0.03934646],"study_design_scores_gemma":[4.462134e-7,0.000001002244,0.0001191667,0.00004350327,5.816624e-7,0.00001193641,0.0001862481,0.00002857929,0.00001718425,0.008452049,0.9911385,8.102321e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006873539,0.01412844,0.0008694521,0.01120075,0.001474183,0.00002004868,0.0003467851,0.00007327482,0.9711997],"genre_scores_gemma":[0.02557577,0.01285049,0.001136488,0.00255601,0.0006869325,0.00008207549,0.0005991721,0.0001416559,0.9563715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09894852,"threshold_uncertainty_score":0.3310158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045335471","doi":"10.1080/00343404.2011.626400","title":"Developing a Knowledge Infrastructure to Foster Regional Innovation in the Periphery: A Study from Quebec's Coastal Region in Canada","year":2011,"lang":"en","type":"article","venue":"Regional Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University; University of Ottawa; Université du Québec à Rimouski","funders":"","keywords":"Regional innovation system; Regional development; Regional science; Plan (archaeology); Business; Relevance (law); Regional planning; Regional studies; Innovation system; Economic geography; Geography; Political science; Urban planning; Industrial organization","authors":[{"name":"Yannik Melançon","is_ca":true},{"name":"David Doloreux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.172458926104285,"gpt":0.3529731820452393,"spread":0.1805142559409543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001324938,0.0003398733,0.0005153037,0.0009054978,0.01509131,0.003725453,0.001566326,0.001009982,0.003202444],"category_scores_gemma":[0.001997387,0.0002903269,0.0002720229,0.002742694,0.003141054,0.001086157,0.001765518,0.001156223,0.000289261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07199551,"about_ca_system_score_gemma":0.08008699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929008,"about_ca_topic_score_gemma":0.9983227,"domain_scores_codex":[0.99901,0.0002157059,0.00002259504,0.0001003988,0.00015083,0.0005003822],"domain_scores_gemma":[0.9972264,0.0005719927,0.0001807389,0.00008521045,0.0009036745,0.001031919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000674172,0.001422802,0.2167969,0.0010124,0.0001382192,0.01047023,0.5908675,0.003127757,0.008511762,0.01949815,0.02239801,0.1250821],"study_design_scores_gemma":[0.0001120519,0.0004239892,0.3026169,0.0004256093,0.00009288676,0.0004816447,0.6007285,0.00205016,0.001199643,0.0006696773,0.09108471,0.0001141709],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861938,0.0004382579,0.0001883596,0.001318989,0.000007686181,0.00009210438,0.0001580713,0.000009993322,0.01159266],"genre_scores_gemma":[0.9928858,0.0004415557,0.0004228989,0.0002736106,0.000002398112,0.00003042595,0.00008940996,0.000006916934,0.005847102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9849087,"threshold_uncertainty_score":0.5223664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250271732","doi":"10.1787/9789264114258-en","title":"Italy: Review of Issues and Policies","year":2011,"lang":"en","type":"book","venue":"OECD studies on tourism","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; History","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0913157598245505,"gpt":0.3923933736644996,"spread":0.3010776138399491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003058349,0.00136636,0.001383402,0.007750174,0.001615258,0.01029017,0.001905826,0.003826377,0.01842507],"category_scores_gemma":[0.005910447,0.0006461294,0.0007449005,0.01619599,0.002558269,0.005827994,0.002603293,0.003488384,0.007813607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009679646,"about_ca_system_score_gemma":0.01337657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01845472,"about_ca_topic_score_gemma":0.01586461,"domain_scores_codex":[0.9975823,0.0005468528,0.0001959546,0.0002663115,0.001106146,0.0003022843],"domain_scores_gemma":[0.9983621,0.0005104279,0.0003367377,0.0001033909,0.0005607595,0.0001265507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000346093,0.0000320463,0.0001921687,0.004134621,0.00001705352,0.00009865554,0.0002671872,0.0002821542,0.00007213362,0.05505474,0.8251554,0.1146592],"study_design_scores_gemma":[0.000003886209,0.000004237015,0.0006845432,0.002353073,0.000006535337,0.00005362378,0.00008153103,0.00001700734,0.00001860713,0.001916021,0.994857,0.000003969473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004164844,0.8735669,0.0001833651,0.03503893,0.005473851,0.00002878268,0.0007354483,0.00008143943,0.08447485],"genre_scores_gemma":[0.01289793,0.8838475,0.001010331,0.02316205,0.008233839,0.000255209,0.001683289,0.0001609121,0.06874893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01845472,"threshold_uncertainty_score":0.07023108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122807045","doi":"","title":"The Evolution of Knowledge Clusters Progress and Policy","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Silicon valley; Consolidation (business); Cluster (spacecraft); Knowledge creation; Economic geography; Knowledge economy; Political science; Business; Perspective (graphical); Regional science; Knowledge management; Geography; Marketing; Computer science; Entrepreneurship; Accounting; Law","authors":[{"name":"Robert Huggins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335811717690694,"gpt":0.3043756029620033,"spread":0.2910174857850964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009026548,0.0002490278,0.0002763936,0.003701039,0.005271828,0.01523672,0.001249023,0.003859954,0.006372993],"category_scores_gemma":[0.01949808,0.0003085874,0.0003098146,0.006974851,0.01189477,0.01294257,0.006201624,0.002094716,0.0008329588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02744046,"about_ca_system_score_gemma":0.02387598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03144433,"about_ca_topic_score_gemma":0.02234608,"domain_scores_codex":[0.9946003,0.001898419,0.0002685517,0.0007014851,0.0008887969,0.001642502],"domain_scores_gemma":[0.9895675,0.004584176,0.001362667,0.0007210792,0.002205891,0.001558868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008958536,0.0000484709,0.005681807,0.0001944413,0.0000252578,0.0001817424,0.009600475,0.00401296,0.0003397923,0.9109017,0.006137625,0.06278612],"study_design_scores_gemma":[0.00005963163,0.0001815177,0.0325298,0.0008431528,0.00004092419,0.0002033159,0.0637642,0.004759288,0.002490725,0.3586458,0.5364047,0.00007704472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3490764,0.0141712,0.006717872,0.1985837,0.0003437847,0.0001138178,0.0003973485,0.0002323775,0.4303635],"genre_scores_gemma":[0.9783067,0.004932192,0.001375762,0.001587253,0.00008593306,0.00003366311,0.00008967947,0.00003089383,0.01355794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03144433,"threshold_uncertainty_score":0.1990954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973973237","doi":"10.48075/igepec.v23i0.22753","title":"DO DESENVOLVIMENTO REGIONAL AO DESENVOLVIMENTO TERRITORIAL: UMA COMPARAÇÃO QUÉBEC - BRASIL (1960-2010)","year":2019,"lang":"pt","type":"article","venue":"Informe GEPEC","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Regional development; Humanities; Geography; Regional science; Philosophy","authors":[{"name":"André Joyal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06823072737335768,"gpt":0.3309899190658672,"spread":0.2627591916925095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009525987,0.0002626011,0.0003476191,0.004498999,0.002648778,0.002408101,0.0005130324,0.0004859491,0.007549831],"category_scores_gemma":[0.00243256,0.0001577398,0.0003044513,0.01135199,0.0027014,0.001059526,0.001203539,0.0006309361,0.0002491648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0341861,"about_ca_system_score_gemma":0.02285606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9747313,"about_ca_topic_score_gemma":0.9927554,"domain_scores_codex":[0.9992078,0.0001371758,0.00003110825,0.00013212,0.0002328284,0.0002589287],"domain_scores_gemma":[0.9981784,0.0002958553,0.0003042346,0.0001069504,0.0008002575,0.000314351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198117,0.00007923382,0.4281321,0.002011011,0.0003352726,0.001433761,0.05583266,0.002455988,0.001675733,0.1759817,0.06368463,0.268058],"study_design_scores_gemma":[0.000004756701,0.00002623033,0.8648912,0.0004360335,0.0000842852,0.0001567642,0.01596057,0.0003329334,0.0001957215,0.001006828,0.1168786,0.0000261529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6840302,0.05186087,0.002062422,0.01479512,0.0003168584,0.0001151357,0.007783688,0.00009518007,0.2389405],"genre_scores_gemma":[0.9714363,0.01081212,0.0007949425,0.0004729165,0.00004168113,0.00002873403,0.000877814,0.00002239271,0.01551298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0341861,"threshold_uncertainty_score":0.2480387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108680818","doi":"","title":"The Periphery in the Knowledge Economy: The Spatial Dynamics of the Canadian Economy and the Future of Non-Metropolitan Regions in Quebec and the Atlantic Provinces","year":2002,"lang":"en","type":"article","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metropolitan area; Geography; Population; Regional science; Resource (disambiguation); Economy; Economic geography; Economic growth; Demography; Sociology; Economics","authors":[{"name":"Mario Polèse","is_ca":false},{"name":"Richard Shearmur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02650218575120098,"gpt":0.2998809463998492,"spread":0.2733787606486482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008413639,0.0002649947,0.0002527466,0.003703025,0.006929005,0.007616343,0.001078913,0.0006522901,0.00765114],"category_scores_gemma":[0.002002367,0.0001732717,0.0003686511,0.01157213,0.00307449,0.002614556,0.001433629,0.0006811441,0.0003095126],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1252789,"about_ca_system_score_gemma":0.1342707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987271,"about_ca_topic_score_gemma":0.9994078,"domain_scores_codex":[0.9991813,0.00006108943,0.00001954283,0.00008287595,0.0001521992,0.0005029095],"domain_scores_gemma":[0.9981505,0.0001699994,0.0001786119,0.00004580669,0.0009953674,0.0004596674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003121622,0.00009684714,0.446889,0.001124568,0.0001415398,0.001716958,0.0468737,0.005051849,0.0009853926,0.1965361,0.08375104,0.2165208],"study_design_scores_gemma":[0.00001416082,0.00002796685,0.717529,0.0009121417,0.00007662598,0.0001788029,0.0770348,0.002779593,0.0002329758,0.00465672,0.19645,0.000107216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.646914,0.04706338,0.001195629,0.05322693,0.0002746214,0.0001030134,0.01043507,0.0001001002,0.2406874],"genre_scores_gemma":[0.9673911,0.01362865,0.000682036,0.0006474144,0.00003990213,0.00001980314,0.0009035707,0.00001419041,0.01667337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8747211,"threshold_uncertainty_score":0.9089665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111256033","doi":"10.1007/978-981-15-7018-6","title":"Anticipating and Preparing for Emerging Skills and Jobs","year":2020,"lang":"en","type":"book","venue":"Education in the Asia-Pacific region","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Education University of Hong Kong; International Development Research Centre","keywords":"Business; Psychology; Knowledge management; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02988412187517173,"gpt":0.3502730154542598,"spread":0.3203888935790881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003720187,0.0003658055,0.0001665497,0.0002822143,0.00119012,0.004361976,0.0004471487,0.00129288,0.04965651],"category_scores_gemma":[0.0008392487,0.0001917651,0.0001805761,0.0003156935,0.0005032938,0.00267867,0.00163607,0.001949611,0.02561863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000763397,"about_ca_system_score_gemma":0.003424554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967347,"about_ca_topic_score_gemma":0.01000619,"domain_scores_codex":[0.9998041,0.0000301848,0.000004817005,0.00001740892,0.0001015496,0.00004206817],"domain_scores_gemma":[0.9997112,0.00007286625,0.00001869416,0.000007069538,0.00003687442,0.0001533075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008244025,0.0000868686,0.0003861681,0.0001974248,0.000001274411,0.0001578617,0.001579949,0.0002250091,0.0005210707,0.02394038,0.7822639,0.1906318],"study_design_scores_gemma":[0.000001840045,0.00002422203,0.001086618,0.0002943824,7.240906e-7,0.00009627074,0.002626197,0.00008515907,0.00008532215,0.006095208,0.9895988,0.000005216397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004663248,0.01053128,0.003306688,0.03385989,0.01157571,0.000123397,0.0002237265,0.0002923531,0.9354236],"genre_scores_gemma":[0.01488279,0.01240728,0.005121032,0.005109948,0.0008610078,0.00009862906,0.0003420345,0.00008579256,0.9610915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04965651,"threshold_uncertainty_score":0.1661175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2290960935","doi":"10.1007/978-3-319-21512-9","title":"Higher education, stratification, and workforce development : competitive advantage in Europe, the US, and Canada","year":2016,"lang":"en","type":"book","venue":"","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Capitalism; Higher education; Political science; Elite; Internationalization; Curriculum; Sociology; Public administration; Economics; Politics","authors":[{"name":"Sheila Slaughter","is_ca":false},{"name":"Barrett J. Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01878678057600688,"gpt":0.2776752540111895,"spread":0.2588884734351826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006220521,0.0004245858,0.0003583845,0.001384518,0.004716496,0.006010036,0.0007804106,0.001481873,0.007968144],"category_scores_gemma":[0.00129773,0.0001592292,0.0002633847,0.005682668,0.004687819,0.001972163,0.001730477,0.001663686,0.0006334218],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04466528,"about_ca_system_score_gemma":0.1230687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.951048,"about_ca_topic_score_gemma":0.986403,"domain_scores_codex":[0.9993951,0.00005315517,0.000009788445,0.00003047186,0.000204655,0.000306825],"domain_scores_gemma":[0.9995215,0.00006402203,0.00002112219,0.00001077174,0.0001644836,0.0002181852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002631439,0.00003716034,0.005121319,0.000142238,0.000008875456,0.00009773253,0.006408237,0.0009813756,0.0001189884,0.5535329,0.2839862,0.1495387],"study_design_scores_gemma":[0.000006366116,0.00001306729,0.01855934,0.0006836623,0.00001284606,0.000072818,0.01333976,0.0005575575,0.000132444,0.07994977,0.8866428,0.00002952879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03152862,0.1786587,0.0009705379,0.06002349,0.001289752,0.0000520272,0.000494894,0.00006693435,0.726915],"genre_scores_gemma":[0.3956509,0.1152155,0.001036225,0.006126737,0.0006016907,0.00003736861,0.0005326675,0.00006944912,0.4807295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9553347,"threshold_uncertainty_score":0.3240708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025985167","doi":"10.1007/s10961-009-9137-z","title":"Coordinating a conscious geography: the role of research centers in multi-scalar innovation policy and economic development in the US and Canada","year":2009,"lang":"en","type":"article","venue":"The Journal of Technology Transfer","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Regional science; Economic geography; Political science; Scalar (mathematics); Public administration; Sociology; Geography","authors":[{"name":"Jennifer Clark","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02492127551689912,"gpt":0.3254748494005539,"spread":0.3005535738836548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0103048,0.0002859263,0.0006016337,0.003087073,0.008323639,0.01413808,0.002219029,0.002586866,0.005227569],"category_scores_gemma":[0.03431289,0.0004056923,0.0005268144,0.0044159,0.01283044,0.004705734,0.008391862,0.002104599,0.0001839699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09814131,"about_ca_system_score_gemma":0.2403804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9132484,"about_ca_topic_score_gemma":0.9495575,"domain_scores_codex":[0.9875219,0.004055902,0.0004129325,0.0008377329,0.00167524,0.005496154],"domain_scores_gemma":[0.9609331,0.0118485,0.003014775,0.001580012,0.008668185,0.01395544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004636597,0.0002623541,0.146255,0.0003629882,0.0002363294,0.0006239223,0.01341661,0.02437821,0.001707663,0.7139386,0.0171208,0.08123381],"study_design_scores_gemma":[0.0004636703,0.0002916155,0.4166814,0.0007335417,0.0005335981,0.0003109867,0.07175025,0.02313412,0.00369143,0.2527399,0.229285,0.0003844558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7628101,0.004904245,0.00601497,0.1008271,0.0001625792,0.0003408224,0.0005211225,0.0001487358,0.1242704],"genre_scores_gemma":[0.9948385,0.0004654221,0.0008123565,0.0007699633,0.00001853371,0.00001796755,0.00003407133,0.0000109001,0.00303235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916764,"threshold_uncertainty_score":0.7120684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241212519","doi":"10.3138/9781442629455-004","title":"GROWING URBAN ECONOMIES. Innovation, Creativity, and Governance in Canadian City-Regions","year":2016,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Creativity; Economic geography; Corporate governance; Economy; Regional science; Economic system; Business; Geography; Economic growth; Political science; Economics; Finance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03175690941431169,"gpt":0.2367952224746913,"spread":0.2050383130603796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007419448,0.0005866388,0.0003112656,0.00195459,0.008979961,0.01010587,0.001110663,0.001311073,0.01167766],"category_scores_gemma":[0.001216813,0.0003469741,0.0004093577,0.007385896,0.007963946,0.001793002,0.001580433,0.001527024,0.0007782176],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1213957,"about_ca_system_score_gemma":0.1429379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916249,"about_ca_topic_score_gemma":0.9979418,"domain_scores_codex":[0.9992387,0.00008586481,0.00001576719,0.00006099602,0.0002484785,0.0003502769],"domain_scores_gemma":[0.9994549,0.0000969187,0.00002975459,0.00003057773,0.0002006062,0.0001872086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001703386,0.00002188268,0.002306496,0.0001570385,0.000007957948,0.0001769844,0.01703081,0.001383132,0.0001402113,0.7540275,0.1279646,0.09676632],"study_design_scores_gemma":[0.000007413134,0.000007211493,0.01230504,0.000340312,0.00001550864,0.00005652854,0.01504088,0.0004901359,0.00009855979,0.04780164,0.9238093,0.00002749999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02660525,0.0976595,0.001264576,0.043329,0.0006831383,0.00006211944,0.0007070656,0.0001149817,0.8295744],"genre_scores_gemma":[0.5053404,0.06846053,0.002595678,0.002056508,0.0002298914,0.00004979016,0.0004351877,0.00008575257,0.4207462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8786044,"threshold_uncertainty_score":0.8807914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}