{"id":"W4413631771","doi":"10.64628/aam.6465hdw96","title":"Why women’s studies programs in Canada are more important than ever","year":2022,"lang":"en","type":"article","venue":"","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Political science; Demographic economics; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00165938,0.00008964735,0.0002007228,0.0001639539,0.0002978595,0.0001043771,0.0005240989,0.0000101582,0.001698112],"category_scores_gemma":[0.0003068592,0.0000597166,0.00002810236,0.001484951,0.00004041633,0.0002018632,0.0006408076,0.0001600119,0.000009403799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671716,"about_ca_system_score_gemma":0.001292386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.219772,"about_ca_topic_score_gemma":0.9916396,"domain_scores_codex":[0.9965119,0.0001902937,0.0004363433,0.0003342476,0.002136177,0.0003910249],"domain_scores_gemma":[0.9989979,0.0001525866,0.0001162549,0.0003148272,0.0003133189,0.0001051513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001797781,0.0001031173,0.6579437,0.000004809461,0.0000299819,0.0004175024,0.008762465,0.0002947769,0.00002455896,0.0003681883,0.3287355,0.003135565],"study_design_scores_gemma":[0.0002735455,0.0002760662,0.06277375,0.000005351368,9.555073e-7,0.000007721757,0.8802518,0.001704211,0.00003307446,0.006332705,0.0481941,0.0001467298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986799,0.0001940198,0.000005238564,0.01159179,0.0002930774,0.000276564,0.00002398088,0.00001196453,0.0008043566],"genre_scores_gemma":[0.9907295,0.000003427538,0.00002180335,0.0008501355,0.00002669985,0.0004793277,0.000004309572,0.000004933229,0.007879929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8714893,"threshold_uncertainty_score":0.9992145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314136764212621,"score_gpt":0.3977053001992564,"score_spread":0.2662916237779943,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}