{"id":"W2053410395","doi":"10.1080/03098260902742383","title":"Introduction: Gender Interventions in Research, Teaching and Practice","year":2009,"lang":"en","type":"article","venue":"Journal of Geography in Higher Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychological intervention; Psychology; Medical education; Pedagogy; Sociology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02804805,0.00005759004,0.000112399,0.001330417,0.000376227,0.0001631903,0.0001704404,0.00006820507,0.0001679011],"category_scores_gemma":[0.007415391,0.0000583497,0.0000683898,0.0006555613,0.0001098705,0.002738145,0.0000125744,0.001280613,0.000003655249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866695,"about_ca_system_score_gemma":0.0002971489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162965,"about_ca_topic_score_gemma":0.0001387421,"domain_scores_codex":[0.99329,0.00527623,0.0004869341,0.0001352982,0.0006350039,0.0001765218],"domain_scores_gemma":[0.9976041,0.001277758,0.0004462904,0.0001052349,0.0004878692,0.0000787752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000368226,0.006209734,0.1681435,0.0000757353,0.00009308236,0.00001396647,0.1056675,0.0002316107,0.0003642924,0.5006832,0.06214195,0.1560072],"study_design_scores_gemma":[0.0002204573,0.0001312566,0.6241348,0.0001260107,0.00002333149,0.00002033067,0.0204287,0.000001450534,0.000001424177,0.02133352,0.3335115,0.00006721425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4049001,0.005095735,0.00002901644,0.541216,0.002441592,0.0002412963,2.210325e-7,0.00001874114,0.04605731],"genre_scores_gemma":[0.9874768,0.0004852762,0.009011554,0.000449547,0.001776447,0.000004510884,8.325554e-7,0.000003958417,0.0007910834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5825767,"threshold_uncertainty_score":0.972095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3483158705411961,"score_gpt":0.5693218474920366,"score_spread":0.2210059769508405,"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."}}