{"id":"W4416019433","doi":"10.21991/cf29500","title":"Editorial Introduction","year":2025,"lang":"","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Government (linguistics); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001848271,0.0009520436,0.001095966,0.000740276,0.0102232,0.0005919642,0.001040885,0.001173003,0.0009870086],"category_scores_gemma":[0.003194082,0.001048998,0.0006943267,0.002103932,0.03180255,0.001469936,0.0006805216,0.001115869,0.0008186983],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655206,"about_ca_system_score_gemma":0.01196478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007404432,"about_ca_topic_score_gemma":0.0009550117,"domain_scores_codex":[0.9920231,0.0005088412,0.001751225,0.001759288,0.001840672,0.002116867],"domain_scores_gemma":[0.9957783,0.0006280668,0.0005140918,0.0008757095,0.001706573,0.000497298],"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":[0.0001524738,0.0002775002,0.002078863,0.00005581656,0.00036796,0.000004564463,0.001018361,0.000186284,0.00005036299,0.5297009,0.464826,0.001281],"study_design_scores_gemma":[0.002060083,0.0001044509,0.0001105465,0.0001875316,0.0003435586,0.00002102355,0.06093081,0.0001194693,0.00009882079,0.0541471,0.8809754,0.0009011604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0004336896,0.005426945,0.04224804,0.09203657,0.5444813,0.001476199,0.0005636975,0.0004042547,0.3129294],"genre_scores_gemma":[0.8410676,0.002004747,0.000422176,0.00391923,0.1341595,0.0002070747,0.0002723156,0.00002105096,0.01792634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8406339,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192095687298444,"score_gpt":0.3137978572957482,"score_spread":0.2918769004227638,"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."}}