{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"c9dd1b8d3921","filters":{"venue":"Performance Improvement Journal"}},"results":[{"id":"W2769536523","doi":"10.1002/pfi.21727","title":"Evidence-Based Survey Design: The Use of a Midpoint on the Likert Scale","year":2017,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":823,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of Alberta","funders":"","keywords":"Likert scale; Midpoint; Scale (ratio); Computer science; Survey research; Psychology; Management science; Applied psychology; Mathematics; Engineering; Geography","authors":[{"name":"Seung Youn Chyung","is_ca":false},{"name":"Katherine A. Roberts","is_ca":false},{"name":"Ieva Swanson","is_ca":false},{"name":"Andrea Hankinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9048798418730529,"gpt":0.4941430133169829,"spread":0.41073682855607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3082857,0.001465465,0.00251058,0.00759243,0.001593767,0.004483976,0.002534313,0.00259816,0.007066662],"category_scores_gemma":[0.4539652,0.001029263,0.001920448,0.01281406,0.00301093,0.004440607,0.00489671,0.003763522,0.00277308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588435,"about_ca_system_score_gemma":0.006166066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005166387,"about_ca_topic_score_gemma":0.001100226,"domain_scores_codex":[0.4475228,0.4585544,0.05827814,0.005270687,0.02890119,0.001472843],"domain_scores_gemma":[0.5514313,0.3082899,0.03035886,0.02214663,0.08549897,0.002274364],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005080674,0.002364351,0.03095015,0.0242531,0.001595389,0.0001797742,0.01660042,0.003668267,0.00350337,0.04925073,0.03999251,0.8225613],"study_design_scores_gemma":[0.01209528,0.03053194,0.1222383,0.03408639,0.002582815,0.0009294313,0.03906372,0.04925349,0.02123807,0.1795289,0.5067422,0.001709432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04862363,0.002446677,0.6971897,0.004271337,0.002376658,0.2168714,0.003921825,0.0009047166,0.02339402],"genre_scores_gemma":[0.0722931,0.001208872,0.6004556,0.001685107,0.000231955,0.3219516,0.001150123,0.00009280518,0.0009307237],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6917143,"threshold_uncertainty_score":0.8530068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167562625","doi":"10.1002/pfi.20101","title":"Framing sustainable performance with the Six-P","year":2009,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Medical Association","funders":"","keywords":"Triple bottom line; Framing (construction); Sustainability; Corporate social responsibility; Perception; Business; Non profit; Sustainable development; Environmental economics; Public relations; Environmental resource management; Political science; Economics; Psychology; Business administration; Engineering","authors":[{"name":"Karen L. Carleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009814733589829623,"gpt":0.2203714899207798,"spread":0.2105567563309502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02518566,0.001996974,0.0008213808,0.007863099,0.005022141,0.01096413,0.00246949,0.004820954,0.006902534],"category_scores_gemma":[0.03124866,0.0006940319,0.001273552,0.00572255,0.02117377,0.02005992,0.01236674,0.007557316,0.001855593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008695311,"about_ca_system_score_gemma":0.009582081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007093315,"about_ca_topic_score_gemma":0.006597618,"domain_scores_codex":[0.9779692,0.01464837,0.001302959,0.001270788,0.00377763,0.001031086],"domain_scores_gemma":[0.9796088,0.01047849,0.001648482,0.001847351,0.005288774,0.001128128],"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":[0.00001847472,0.00004634778,0.0007819108,0.0002743773,0.000009245816,0.0001697713,0.01047072,0.001462183,0.0002144408,0.9371436,0.007464857,0.04194403],"study_design_scores_gemma":[0.00001319958,0.0001047414,0.0009774268,0.0005676592,0.00001944323,0.000246861,0.0166421,0.004722965,0.0007052748,0.8183377,0.157578,0.00008459255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01180388,0.001214148,0.6978783,0.04590407,0.001204586,0.0008242812,0.0004461441,0.0007466658,0.2399779],"genre_scores_gemma":[0.3832056,0.002297152,0.5923043,0.003226544,0.0004488217,0.001840448,0.0005951189,0.0002861283,0.01579588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02518566,"threshold_uncertainty_score":0.1331961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110831092","doi":"10.1002/pfi.4140440405","title":"Implementation. The forgotten link on the intervention chain","year":2005,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Performance Plants (Canada)","funders":"","keywords":"Link (geometry); Intervention (counseling); Chain (unit); Computer science; Process management; Psychology; Business; Computer network","authors":[{"name":"James L. Moseley","is_ca":true},{"name":"Nancy Baxter Hastings","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.133754948566635,"gpt":0.3752603944207344,"spread":0.2415054458540994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01668631,0.0007282784,0.0008427037,0.002517259,0.00366288,0.01023514,0.002715078,0.008969625,0.0859348],"category_scores_gemma":[0.0611114,0.001277985,0.001224166,0.001430344,0.003799529,0.01680139,0.006929599,0.009941285,0.01395157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00484249,"about_ca_system_score_gemma":0.01101532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567635,"about_ca_topic_score_gemma":0.005185431,"domain_scores_codex":[0.9866374,0.005000873,0.0009045965,0.001852119,0.003896441,0.001708634],"domain_scores_gemma":[0.9479463,0.02446729,0.003996508,0.009795512,0.007886153,0.005908287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001327402,0.002459681,0.01363113,0.00201393,0.0002660659,0.0004501887,0.002273454,0.002496781,0.002631777,0.3001842,0.03679821,0.6354674],"study_design_scores_gemma":[0.001262477,0.004388445,0.03255217,0.006768696,0.0005016256,0.0006563254,0.003512281,0.01122801,0.009784263,0.5796918,0.3492002,0.0004537151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09960081,0.007584534,0.2295842,0.2810085,0.01168141,0.005214067,0.001919462,0.003838644,0.3595684],"genre_scores_gemma":[0.7386584,0.003519681,0.09805074,0.04297414,0.001959661,0.002700669,0.0006783263,0.001085184,0.1103732],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0859348,"threshold_uncertainty_score":0.2874805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124662543","doi":"10.1002/pfi.4140440604","title":"From “scratch” to “qualified olympic athletes in Athens 2004”. The olympic road to performance improvement","year":2005,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Scratch; Athletes; Business; Psychology; Advertising; Computer science; Physical therapy; Medicine","authors":[{"name":"Michiel Bloem","is_ca":false},{"name":"Arnoud Vermei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02380866919655077,"gpt":0.3006286680291822,"spread":0.2768199988326314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008544493,0.0002799413,0.0001779777,0.001749465,0.00238232,0.001660009,0.0007848058,0.001312468,0.008865399],"category_scores_gemma":[0.002701738,0.0002016695,0.0002286091,0.0009567364,0.001359335,0.00204807,0.003856666,0.002157369,0.001504272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002257103,"about_ca_system_score_gemma":0.002399215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1028575,"about_ca_topic_score_gemma":0.3047735,"domain_scores_codex":[0.9994754,0.0001209395,0.00004902543,0.00008556469,0.00009291281,0.0001762521],"domain_scores_gemma":[0.9991081,0.00007150102,0.0001306907,0.00004295925,0.0002464082,0.0004003367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009192522,0.0003654369,0.09002928,0.0006303357,0.00007870819,0.0007067661,0.02244884,0.0002747037,0.0007994343,0.01209276,0.5710215,0.300633],"study_design_scores_gemma":[0.00004062935,0.0004067927,0.6619648,0.0007533019,0.0000414384,0.0002483118,0.03547247,0.00009967811,0.0003274134,0.002566396,0.2980429,0.00003582951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5335858,0.02619061,0.00100515,0.2551663,0.01269358,0.0002096137,0.004021418,0.0002919442,0.1668355],"genre_scores_gemma":[0.9320759,0.005590961,0.0006727079,0.01256581,0.00129263,0.0001026825,0.001336715,0.00005002381,0.04631257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028575,"threshold_uncertainty_score":0.2045175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107169518","doi":"10.1002/pfi.4930420506","title":"Strategic performance measurement the case of mississauga transit","year":2003,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transit (satellite); Business; Operations management; Process management; Computer science; Public transport; Transport engineering; Engineering","authors":[{"name":"Thomas Plant","is_ca":false},{"name":"Janine S. Douglas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03454482399288137,"gpt":0.2090874871362469,"spread":0.1745426631433655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125988,0.0003145936,0.0002761737,0.001056725,0.004067838,0.004082928,0.0009896731,0.002043774,0.003383304],"category_scores_gemma":[0.007316129,0.0001417706,0.0002637073,0.00219218,0.001811561,0.002043719,0.001249424,0.001870398,0.0002703943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009224537,"about_ca_system_score_gemma":0.003892424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1910444,"about_ca_topic_score_gemma":0.2674149,"domain_scores_codex":[0.998024,0.0009368063,0.0000454069,0.0001145533,0.0003242682,0.0005549589],"domain_scores_gemma":[0.9964503,0.001601327,0.0003712993,0.0001449179,0.001062326,0.0003698411],"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":[0.001876646,0.001108872,0.1926852,0.0004011627,0.0002187054,0.02061924,0.05134823,0.0784964,0.004634508,0.4703727,0.03330022,0.1449381],"study_design_scores_gemma":[0.0001395411,0.001715967,0.3529276,0.00028454,0.0002590523,0.00230835,0.3118189,0.1975568,0.004412489,0.04867382,0.07961561,0.0002874535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353564,0.0003554543,0.001509328,0.004829259,0.00004852323,0.00003786489,0.00006296439,0.00002168813,0.05777863],"genre_scores_gemma":[0.9980203,0.0000628844,0.0003386694,0.00003621638,0.000005585503,0.000003786863,0.0000105903,0.000001879147,0.001519977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1910444,"threshold_uncertainty_score":0.3798648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198790560","doi":"10.1002/pfi.4140400405","title":"Intellectual capital: Comparison & contrast","year":2001,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Coaching; Professional development; Psychology; Management; Human resources; Leadership development; Mentorship; Sociology; Medical education; Pedagogy; Public relations; Political science; Medicine","authors":[{"name":"Susan R. Madsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06305001705695545,"gpt":0.3496230070028324,"spread":0.286572989945877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178832,0.000397155,0.000416647,0.006395253,0.001128722,0.005143777,0.0007641226,0.0007021748,0.01174396],"category_scores_gemma":[0.01755884,0.00009097817,0.0003498536,0.007781107,0.003574525,0.007471919,0.004368519,0.001017003,0.0007644898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266358,"about_ca_system_score_gemma":0.001018278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549991,"about_ca_topic_score_gemma":0.001493702,"domain_scores_codex":[0.9973159,0.001271365,0.0001657853,0.0002662054,0.0007402037,0.000240524],"domain_scores_gemma":[0.9931258,0.0047385,0.0005870085,0.0005420361,0.0007458152,0.0002608385],"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":[0.0008350141,0.0001967312,0.03957885,0.001288093,0.0001853271,0.0004250055,0.009628737,0.0007430495,0.0006406783,0.6545435,0.0157428,0.2761923],"study_design_scores_gemma":[0.0001473139,0.0006637969,0.1464186,0.001944648,0.0002253863,0.001609878,0.03657781,0.002174084,0.001899039,0.5864909,0.2217738,0.00007480014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2320049,0.03042895,0.01272319,0.009377147,0.001300144,0.0001621288,0.001059852,0.00008610371,0.7128576],"genre_scores_gemma":[0.9864487,0.00398724,0.002632521,0.000775004,0.0002518494,0.0001379813,0.0004652167,0.0000345185,0.005266928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01174396,"threshold_uncertainty_score":0.03928745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055474148","doi":"10.1002/pfi.21236","title":"What ISPI and performance improvement mean to me","year":2012,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Computer science","authors":[{"name":"Roger Chevalier","is_ca":true},{"name":"Joe Harless","is_ca":false},{"name":"Roger Kaufman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.019331504081544,"gpt":0.2401431402331782,"spread":0.2208116361516342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005047794,0.0006494048,0.0007053078,0.001649818,0.005345766,0.02044182,0.001079258,0.004220786,0.02944875],"category_scores_gemma":[0.02168008,0.0002734188,0.0005340984,0.004158328,0.007539994,0.01851977,0.003428126,0.01215393,0.009204998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004130952,"about_ca_system_score_gemma":0.005685665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004990446,"about_ca_topic_score_gemma":0.004301252,"domain_scores_codex":[0.9954062,0.001654584,0.0001383525,0.0004463566,0.001467107,0.000887447],"domain_scores_gemma":[0.9889541,0.002820997,0.001058776,0.0008516462,0.003461069,0.002853377],"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":[0.00002706356,0.00004831656,0.002051291,0.0001744189,0.00001646094,0.00003921311,0.001605108,0.00008110769,0.00004150192,0.1219385,0.8006406,0.07333644],"study_design_scores_gemma":[0.000007137222,0.00003608618,0.002349663,0.001026333,0.00001524089,0.0001067891,0.003660701,0.0001063414,0.000113513,0.07672772,0.9158196,0.00003088075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009882374,0.02647291,0.0005671965,0.9053672,0.01413563,0.000005835182,0.0000782292,0.0001067754,0.05227799],"genre_scores_gemma":[0.2192052,0.1788355,0.003357299,0.3386385,0.1010763,0.0001034181,0.0004718496,0.0006484308,0.1576636],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02944875,"threshold_uncertainty_score":0.09851587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997423615","doi":"10.1002/pfi.20163","title":"A continuous improvement approach: Closing the loop in an engineering, procurement, and construction management environment","year":2010,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Closing (real estate); Procurement; Business; Plan (archaeology); Action plan; Operations management; Process management; Engineering; Management; Marketing; Finance; Economics","authors":[{"name":"Roberto Santana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.026779392052354,"gpt":0.3424620223160146,"spread":0.3156826302636606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02794935,0.001336226,0.0009103253,0.00342723,0.005017025,0.01181233,0.0031146,0.003558258,0.002110241],"category_scores_gemma":[0.02227947,0.0004547312,0.0008550843,0.002842531,0.007996274,0.006575749,0.007198425,0.005871241,0.0006758238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006760918,"about_ca_system_score_gemma":0.03477755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004628268,"about_ca_topic_score_gemma":0.006616123,"domain_scores_codex":[0.9624187,0.02154071,0.001010791,0.002200192,0.01130117,0.001528485],"domain_scores_gemma":[0.9755765,0.01297409,0.001832925,0.001365137,0.003873221,0.00437806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002014457,0.002248356,0.005588213,0.002149028,0.0002211577,0.0005898916,0.01786031,0.006486927,0.003594006,0.1893974,0.03221385,0.7394494],"study_design_scores_gemma":[0.0009499629,0.007522142,0.02273316,0.005339041,0.0005189615,0.001389805,0.03122061,0.0445578,0.006653732,0.4445355,0.4339635,0.0006157398],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04517988,0.007618843,0.6926258,0.1316191,0.003138684,0.002756896,0.00009369429,0.003470064,0.113497],"genre_scores_gemma":[0.3394601,0.003103777,0.6374135,0.009310653,0.0008776541,0.001503405,0.00008967333,0.0001539775,0.008087307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02794935,"threshold_uncertainty_score":0.1478121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058246954","doi":"10.1002/pfi.4140391010","title":"First steps fast using technology to coach neophytes in analysis","year":2000,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada); Centre for Global Health Research","funders":"","keywords":"Management; Vice president; Instructional design; Library science; Sociology; Computer science; Pedagogy","authors":[{"name":"Allison Rossett","is_ca":false},{"name":"Christian Völkl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0128760811666863,"gpt":0.3290908778300697,"spread":0.3162147966633834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117548,0.001206872,0.0006048212,0.00235682,0.003613277,0.007311494,0.002024113,0.002014708,0.01743727],"category_scores_gemma":[0.04252499,0.001021797,0.0008960172,0.001204693,0.002302167,0.0100681,0.008651529,0.004154637,0.008084716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191029,"about_ca_system_score_gemma":0.003929303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150403,"about_ca_topic_score_gemma":0.003500896,"domain_scores_codex":[0.9923914,0.004142034,0.0003578932,0.0008941258,0.0018661,0.0003484713],"domain_scores_gemma":[0.9681079,0.01407414,0.001026621,0.007792411,0.007156183,0.001842669],"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":[0.0003331677,0.0006890697,0.008250648,0.0004841967,0.0001044561,0.0003222974,0.01478416,0.001477667,0.03256481,0.06810848,0.01573518,0.857146],"study_design_scores_gemma":[0.0001637393,0.001032878,0.01883693,0.001067156,0.0002351756,0.002359033,0.03764513,0.05016708,0.0724523,0.3617831,0.4539455,0.0003118587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02627399,0.0002451185,0.9493486,0.002663007,0.0002882276,0.0007563569,0.00007623684,0.002302813,0.01804556],"genre_scores_gemma":[0.05778749,0.0001214213,0.9342588,0.000234951,0.00005376131,0.0004271374,0.00008372037,0.000367933,0.006664707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01743727,"threshold_uncertainty_score":0.06216604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}