{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"6137242d4e05","filters":{"venue":"Management & Prospective"}},"results":[{"id":"W4399577614","doi":"10.3917/g2000.405.0096","title":"Systemic sexism: Canadian companies’ responses to shareholder activism aimed at increasing female representation on their boards of directors","year":2024,"lang":"en","type":"article","venue":"Management & Prospective","topic":"Gender Diversity and Inequality","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":"Shareholder; Representation (politics); Business; Accounting; Corporate governance; Finance; Political science; Law; Politics","authors":[{"name":"Sylvie Berthelot","is_ca":false},{"name":"Michel Coulmont","is_ca":false},{"name":"François Larmande","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09704284668317474,"gpt":0.3255437413403223,"spread":0.2285008946571476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005002392,0.0003336949,0.0001820584,0.001726264,0.01047696,0.003205653,0.0007545139,0.001184246,0.004244674],"category_scores_gemma":[0.01274352,0.0002023182,0.0001897534,0.001472412,0.004200756,0.0007847733,0.002381333,0.001548314,0.0001767704],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04032154,"about_ca_system_score_gemma":0.03071835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8865849,"about_ca_topic_score_gemma":0.9571357,"domain_scores_codex":[0.9957556,0.001016854,0.00008318181,0.0003733696,0.001761489,0.001009647],"domain_scores_gemma":[0.9921718,0.002815735,0.001661152,0.0002555054,0.002021835,0.00107403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003405153,0.00008397183,0.2330024,0.000290635,0.00003419887,0.000668602,0.6874334,0.0001679775,0.008275529,0.008643829,0.01048794,0.05057098],"study_design_scores_gemma":[0.00002451597,0.0001160707,0.4413891,0.0002182187,0.00003191273,0.0001463612,0.4740229,0.0001975865,0.001725388,0.0005592898,0.08148649,0.00008222427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956584,0.0003554174,0.0002459032,0.00368524,0.00007886381,0.00005600859,0.0001578856,0.000008615833,0.0388279],"genre_scores_gemma":[0.9931022,0.0001937841,0.0001310902,0.0009148749,0.00002284224,0.00002290884,0.00005967884,0.000004804936,0.005547825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9596785,"threshold_uncertainty_score":0.2925546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399584814","doi":"10.3917/g2000.405.0083","title":"Systemic sexism: Canadian companies’ responses to shareholder activism aimed at increasing female representation on their boards of directors","year":2024,"lang":"fr","type":"article","venue":"Management & Prospective","topic":"Gender Diversity and Inequality","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":"Political science; Humanities; Art","authors":[{"name":"Sylvie Berthelot","is_ca":false},{"name":"Michel Coulmont","is_ca":false},{"name":"François Larmande","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.103349056477737,"gpt":0.3205959616629803,"spread":0.2172469051852433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003237463,0.000335658,0.0002082305,0.001517505,0.01079216,0.004802712,0.0008551604,0.001298304,0.0100952],"category_scores_gemma":[0.01015884,0.0002214327,0.0002576915,0.001887655,0.005962558,0.0009862911,0.00282564,0.001525589,0.0003678346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05052399,"about_ca_system_score_gemma":0.04675055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8559234,"about_ca_topic_score_gemma":0.9440065,"domain_scores_codex":[0.9964133,0.0006838369,0.00006200231,0.0003588712,0.001548204,0.0009338087],"domain_scores_gemma":[0.9937608,0.001837254,0.001049126,0.00033107,0.001869703,0.001151996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006388673,0.0002487565,0.2813003,0.0005015217,0.00007539018,0.0008038131,0.503448,0.0006097041,0.009501564,0.05793942,0.02453753,0.1203952],"study_design_scores_gemma":[0.00006375356,0.000216615,0.5205588,0.0002425093,0.00006374079,0.000109185,0.3091684,0.0003148528,0.001861319,0.002885851,0.1644274,0.00008754843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.863429,0.0006803386,0.0004410987,0.007073364,0.000124245,0.0000914982,0.0002089274,0.0000185216,0.1279331],"genre_scores_gemma":[0.9813843,0.0003008725,0.0001686172,0.0009501661,0.00002860109,0.00002822626,0.00005845633,0.000006686974,0.01707412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440766,"threshold_uncertainty_score":0.3665789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}