{"id":"W2793079690","doi":"","title":"Student teachers' perceptions of their professional socialization, an application of the induction, reaction, and synthetic models","year":2001,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Perception; Psychology; Pedagogy; Mathematics education; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007028685,0.0002379436,0.0001865871,0.0008419123,0.001021706,0.002814351,0.0004237026,0.0004176391,0.001124004],"category_scores_gemma":[0.02064113,0.0001984868,0.0002885817,0.0004097543,0.003105167,0.001534574,0.001908972,0.0009817207,0.0001351572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724705,"about_ca_system_score_gemma":0.001419494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153651,"about_ca_topic_score_gemma":0.003870312,"domain_scores_codex":[0.99296,0.004884481,0.0002600941,0.0001995498,0.001302484,0.0003933744],"domain_scores_gemma":[0.9853019,0.007989195,0.00335905,0.0006858664,0.00147975,0.001184318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003855627,0.0009030415,0.4219728,0.0002028525,0.00004715645,0.000280949,0.5090842,0.001023795,0.002121156,0.00846904,0.001180353,0.05432916],"study_design_scores_gemma":[0.00008501331,0.001093845,0.2631315,0.0001297816,0.00003718099,0.0004845763,0.7134597,0.007493306,0.001112311,0.004345427,0.008553631,0.00007372045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995923,0.0000537984,0.001055085,0.0002141193,0.000005355456,0.00002260782,0.000004685147,0.00000608845,0.002715376],"genre_scores_gemma":[0.9994916,0.00004956096,0.0001981726,0.00001676321,0.000002635736,0.00001836377,0.000005761486,0.000001564447,0.0002155696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007028685,"threshold_uncertainty_score":0.03717166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069515095303991,"score_gpt":0.2538409283350831,"score_spread":0.2331457773820432,"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."}}