{"id":"W4244739109","doi":"10.32920/ryerson.14636850","title":"Review [untitled]","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Feminism; Democracy; State (computer science); Political science; Art; Humanities; Theology; Philosophy; Law; Politics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001260287,0.001290207,0.002604779,0.005732065,0.0009897089,0.004717534,0.003538443,0.003698869,0.2683744],"category_scores_gemma":[0.01293547,0.0007027307,0.001730225,0.008100715,0.001000566,0.003588351,0.00264705,0.00318872,0.1658665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445329,"about_ca_system_score_gemma":0.0065942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006128326,"about_ca_topic_score_gemma":0.00902088,"domain_scores_codex":[0.9985943,0.0001940363,0.0002097905,0.0002447969,0.0006209869,0.00013602],"domain_scores_gemma":[0.9938552,0.001417131,0.0008929175,0.0004092287,0.003010615,0.0004148775],"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":[0.00005852406,0.00001132964,0.00004063748,0.01832583,0.00006580137,0.00009376158,0.00003485917,0.00004575117,0.0001925787,0.001029415,0.8410782,0.1390233],"study_design_scores_gemma":[0.0000162792,0.00001301973,0.0002251105,0.01046788,0.00006363761,0.0001612125,0.00002669028,0.0000100186,0.00006253019,0.0005572013,0.9883865,0.000009861938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001262353,0.8680536,0.0005673119,0.0160571,0.05529958,0.0003170082,0.00577338,0.000339707,0.05346612],"genre_scores_gemma":[0.001579697,0.8495077,0.000831559,0.03775154,0.02160804,0.0005078753,0.005779114,0.0002158081,0.08221874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7316256,"threshold_uncertainty_score":0.8978018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772907769980402,"score_gpt":0.3373889811858312,"score_spread":0.2896599034860272,"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."}}