{"id":"W4414252911","doi":"10.1002/sce.70016","title":"A Manifesto for Critical‐Feminist Science Education","year":2025,"lang":"en","type":"article","venue":"Science Education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Science education; Scholarship; Praxis; Science, technology, society and environment education; Feminism; Social science education; Feminist philosophy; Science studies; Manifesto; Higher education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02363236,0.0006744926,0.0003254067,0.001524331,0.01004677,0.01359022,0.001920143,0.004382998,0.02042451],"category_scores_gemma":[0.01207472,0.0003035467,0.0005270311,0.001664256,0.01921706,0.006597056,0.01121456,0.008854784,0.003446402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209658,"about_ca_system_score_gemma":0.01304718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005140994,"about_ca_topic_score_gemma":0.009833955,"domain_scores_codex":[0.9911549,0.00529436,0.0002833561,0.0005670252,0.001858164,0.0008420911],"domain_scores_gemma":[0.9865149,0.00942553,0.000365624,0.001580297,0.001086703,0.001026895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001781615,0.00004568435,0.0001495115,0.0001353918,0.000002796328,0.0002940946,0.03012211,0.0001934313,0.0006454348,0.8739346,0.07229714,0.02216185],"study_design_scores_gemma":[0.000004796783,0.000008261306,0.00008863751,0.0001927094,0.00000149715,0.00004137896,0.00504173,0.00007716972,0.0003680309,0.04514097,0.9490266,0.000008147542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01227385,0.006416315,0.04508003,0.2354085,0.01580933,0.000569082,0.001223713,0.0009080725,0.6823111],"genre_scores_gemma":[0.4554028,0.005137925,0.02639607,0.03368054,0.003708138,0.001815366,0.001162817,0.001684348,0.4710121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9899532,"threshold_uncertainty_score":0.1249813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685150047417037,"score_gpt":0.4012752571652103,"score_spread":0.37442375669104,"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."}}