{"id":"W7118010569","doi":"10.1007/978-3-032-02856-3_1","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"Gender perspectives in law","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Politics; Oppression; Ideology; Political philosophy; Action (physics); Legal practice; Empirical research","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":[0.0009912419,0.0006973416,0.0005297412,0.001480498,0.00186084,0.005024541,0.001812971,0.002384698,0.6909425],"category_scores_gemma":[0.003344916,0.0002930513,0.0005257733,0.001429157,0.0006918705,0.00317625,0.002774636,0.00196599,0.5307814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651201,"about_ca_system_score_gemma":0.002568258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004061742,"about_ca_topic_score_gemma":0.005515119,"domain_scores_codex":[0.9990614,0.00012146,0.00003972498,0.0002105128,0.0004507833,0.0001161139],"domain_scores_gemma":[0.9986975,0.0001855439,0.00004469672,0.0001897274,0.0006074943,0.0002750316],"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":[0.00003067447,0.00003816866,0.000169926,0.0001468154,0.000002190311,0.00006007483,0.0002204969,0.00007056808,0.0002539321,0.03794894,0.8286186,0.1324396],"study_design_scores_gemma":[0.000002087771,0.000005222431,0.0001026221,0.00005582479,6.556543e-7,0.00002612989,0.00005972016,0.0000106203,0.00003831455,0.002161164,0.9975356,0.000002088585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005249384,0.001931197,0.002783131,0.005457879,0.005226511,0.0001873772,0.00378438,0.00083018,0.9792745],"genre_scores_gemma":[0.002091489,0.001170896,0.00140299,0.001973121,0.0007899599,0.0001171549,0.00240323,0.0002454685,0.9898057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6909425,"threshold_uncertainty_score":0.440833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07427950819377421,"score_gpt":0.3525963830642604,"score_spread":0.2783168748704862,"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."}}