{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"9f5802e3a827","filters":{"venue":"Global Science,Technology and Economy Outlook"}},"results":[{"id":"W2364370857","doi":"","title":"Electronics Document Management System Under the \"Open Government Strategy\" in Canada","year":2013,"lang":"en","type":"article","venue":"Global Science,Technology and Economy Outlook","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Electronics; Plan (archaeology); Business; Order (exchange); Management system; Public administration; Engineering; Finance; Operations management; Political science; Electrical engineering","authors":[{"name":"Kong Xin-xi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006017163794249598,"gpt":0.2257669114499169,"spread":0.2197497476556673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003004621,0.0003473458,0.0002273126,0.004155188,0.007747674,0.008601065,0.001825798,0.001247661,0.01186609],"category_scores_gemma":[0.007838069,0.000278422,0.0004392167,0.006677946,0.002131573,0.002595834,0.001812581,0.001182264,0.002537042],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08798959,"about_ca_system_score_gemma":0.2127045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864405,"about_ca_topic_score_gemma":0.9851323,"domain_scores_codex":[0.9934702,0.0003335217,0.000277846,0.0004918129,0.004016044,0.001410615],"domain_scores_gemma":[0.9885321,0.000608988,0.0004458136,0.0005483096,0.00851323,0.001351508],"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":[0.0001917951,0.0001809774,0.01900392,0.0003701005,0.00004302079,0.000708792,0.004223431,0.002312278,0.004191467,0.4438105,0.2177618,0.307202],"study_design_scores_gemma":[0.00003528801,0.00003953072,0.05330968,0.0001723992,0.00003931379,0.0001314407,0.002359972,0.003009498,0.00396537,0.005779608,0.9310356,0.0001222323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1503623,0.00473699,0.01478358,0.02289134,0.0006125673,0.0009508434,0.01364381,0.004323549,0.787695],"genre_scores_gemma":[0.470747,0.003425913,0.02344381,0.003224787,0.0001491343,0.0001888522,0.008583966,0.0004406907,0.4897959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913989,"threshold_uncertainty_score":0.6384121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2382559638","doi":"","title":"Management of Canadian S&T Programs and Its Conflicts of Interest Avoiding Mechanism(I)","year":2013,"lang":"en","type":"article","venue":"Global Science,Technology and Economy Outlook","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Mechanism (biology); Business; Set (abstract data type); Public relations; Knowledge management; Public administration; Political science; Computer science","authors":[{"name":"Kong Xin-xi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05100666984872204,"gpt":0.2292221892783022,"spread":0.1782155194295802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0114539,0.0002787346,0.0002150316,0.004418548,0.008209678,0.00956172,0.001995297,0.001816305,0.003694576],"category_scores_gemma":[0.0402231,0.0002947758,0.0003721877,0.004407035,0.003053665,0.001739178,0.003037721,0.001701315,0.0002282915],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06622603,"about_ca_system_score_gemma":0.2111237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8306012,"about_ca_topic_score_gemma":0.8691252,"domain_scores_codex":[0.9796586,0.003367653,0.0009098766,0.001004318,0.00970065,0.005358822],"domain_scores_gemma":[0.9639791,0.005729146,0.005821046,0.001624209,0.01678109,0.006065446],"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":[0.0001185099,0.0001200498,0.06649853,0.0001906532,0.00007992779,0.0005509351,0.006213114,0.00621429,0.001607775,0.6142619,0.05516452,0.2489798],"study_design_scores_gemma":[0.0001037677,0.0002142529,0.1788227,0.0005354293,0.0001563987,0.0006374257,0.01048937,0.01754393,0.005199926,0.07808729,0.7079079,0.0003017105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3276238,0.002743683,0.03707609,0.06922415,0.0004365579,0.001985952,0.00160829,0.0004236025,0.5588779],"genre_scores_gemma":[0.9502911,0.0008722535,0.01246059,0.002086023,0.0001219365,0.0002680645,0.0002786411,0.00003653886,0.03358492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9981837,"threshold_uncertainty_score":0.4805057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2373006275","doi":"","title":"International S&T Talents Strategy of Canada and Its Revelations","year":2013,"lang":"en","type":"article","venue":"Global Science,Technology and Economy Outlook","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Humanism; Service (business); Scale (ratio); Business; Engineering management; Economic growth; Engineering; Marketing; Political science; Economics; Geography","authors":[{"name":"Wu Ma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00765817572760147,"gpt":0.1959247300172108,"spread":0.1882665542896093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629642,0.0005203774,0.0002872471,0.002997105,0.01078894,0.008950107,0.001264372,0.002324225,0.00533656],"category_scores_gemma":[0.003706615,0.0002274973,0.0003600437,0.005467568,0.003119278,0.001552108,0.001640344,0.002697899,0.0004420773],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1639312,"about_ca_system_score_gemma":0.4140657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949576,"about_ca_topic_score_gemma":0.9955325,"domain_scores_codex":[0.9967802,0.00009021024,0.00004919336,0.0001360593,0.001441465,0.001502873],"domain_scores_gemma":[0.9952893,0.0001603425,0.0001309735,0.00005520911,0.00222795,0.002136143],"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":[0.0001506899,0.0001227381,0.0099839,0.0001791517,0.00003214967,0.0005836517,0.002748849,0.001577409,0.0008158244,0.5120413,0.3780971,0.09366719],"study_design_scores_gemma":[0.0000305609,0.00004174591,0.01925624,0.0001580369,0.00002707933,0.00006936859,0.003846489,0.001654656,0.0008143299,0.008043963,0.965975,0.00008257756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1300283,0.01561793,0.001395198,0.3116231,0.002350715,0.0001996409,0.00397015,0.0003485949,0.5344664],"genre_scores_gemma":[0.5998005,0.01513951,0.00309893,0.02984165,0.0003619536,0.00008622862,0.001603139,0.0001172223,0.3499509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8360687,"threshold_uncertainty_score":0.9697213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2362570498","doi":"","title":"Food Safety Supervision System in Developed Countries and Its Implications for China","year":2013,"lang":"en","type":"article","venue":"Global Science,Technology and Economy Outlook","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Food safety; Food safety risk analysis; China; Traceability; Business; Risk analysis (engineering); Food safety management; European union; Political science; International trade; Engineering; Law; Medicine","authors":[{"name":"DU Yan-ya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0121788816266451,"gpt":0.2135804798517424,"spread":0.2014015982250973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066132,0.0002410473,0.0002776606,0.002560531,0.001512015,0.001544719,0.000497594,0.0003501424,0.001833242],"category_scores_gemma":[0.001717873,0.0001330883,0.0003654431,0.004481685,0.001338549,0.001119021,0.001105196,0.0003070178,0.00005739044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007769111,"about_ca_system_score_gemma":0.01222529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1658805,"about_ca_topic_score_gemma":0.1501417,"domain_scores_codex":[0.9987144,0.0002661336,0.0001364406,0.0001596681,0.0002599381,0.0004634708],"domain_scores_gemma":[0.9984424,0.0001593522,0.0005673514,0.00008657838,0.0004814336,0.0002628904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002551352,0.0001537579,0.871291,0.000452453,0.0001829743,0.002152877,0.00653624,0.00581467,0.001265932,0.04135594,0.002456907,0.06808198],"study_design_scores_gemma":[0.00002589818,0.0001225279,0.9832678,0.0001321395,0.00007025395,0.000164071,0.005234663,0.002193916,0.0003328912,0.002256786,0.006168605,0.00003036033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.987488,0.001495793,0.0002190524,0.00135139,0.00002241574,0.00003813017,0.0003033334,0.00001155499,0.00907031],"genre_scores_gemma":[0.9984894,0.0006111791,0.0001365531,0.00008437988,0.000005804393,0.00000817008,0.0001182097,0.000001203559,0.0005451327],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1658805,"threshold_uncertainty_score":0.3298298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}