{"id":"W2591872414","doi":"","title":"MALE ELEMENTARY TEACHER CANDIDATES: A NARRATIVE PERSPECTIVE ON THEIR INITIAL CAREER CHOICE","year":2000,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Narrative; Perspective (graphical); Sociology; Humanities; Pedagogy; Psychology; Art; Literature","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004683164,0.0002107969,0.0002509738,0.0003803456,0.003432004,0.0001041357,0.0006450102,0.0001412814,0.003012145],"category_scores_gemma":[0.001918236,0.0002001291,0.000154298,0.0008498259,0.001645592,0.0008882242,0.00001409524,0.0003917255,0.00003938065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003501467,"about_ca_system_score_gemma":0.002493281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623291,"about_ca_topic_score_gemma":0.001520105,"domain_scores_codex":[0.996774,0.001342334,0.0005587828,0.0003644353,0.0004472362,0.000513173],"domain_scores_gemma":[0.9968725,0.001013001,0.0005295954,0.0001829415,0.001082851,0.0003191531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000958019,0.002123121,0.02170674,0.00004830367,0.0001904115,0.000003697008,0.7584828,0.0009023509,0.0002261423,0.1419352,0.02287011,0.05141541],"study_design_scores_gemma":[0.000318113,0.0003990678,0.01172256,0.0001949971,0.00005437512,0.000206471,0.7896552,0.00005120198,0.0001857432,0.02015528,0.1767341,0.0003228679],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251304,0.0002529509,0.00002667635,0.01594556,0.002059606,0.0002542599,0.0000401434,0.00002703355,0.1562634],"genre_scores_gemma":[0.9838498,0.0004494397,0.004390819,0.003147104,0.002781997,0.00005480248,0.00001552774,0.00001902921,0.005291431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587194,"threshold_uncertainty_score":0.9978992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4234801059730661,"score_gpt":0.5091786940169365,"score_spread":0.08569858804387037,"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."}}