{"id":"W1988622115","doi":"10.11114/jets.v3i3.773","title":"Exploring Teacher Induction: Collaborative Self-Studies across Institutions","year":2015,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Teacher induction; Narrative; Teacher education; Pedagogy; General partnership; Context (archaeology); Psychology; Faculty development; Qualitative research; Professional development; Mathematics education; Sociology; Political science","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":[0.001688474,0.0001181958,0.0002953885,0.0001346237,0.0008134927,0.00007322368,0.00008936209,0.00003842147,0.000004288587],"category_scores_gemma":[0.002994185,0.0000981143,0.00004161234,0.0005383565,0.0006354349,0.0008312061,0.00002669119,0.0002274858,0.000003641806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377564,"about_ca_system_score_gemma":0.002058771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171259,"about_ca_topic_score_gemma":0.0002232658,"domain_scores_codex":[0.9987918,0.0002377711,0.0003453439,0.0001225367,0.0002956404,0.0002069232],"domain_scores_gemma":[0.9973509,0.0001795844,0.0003127612,0.00006148119,0.001926408,0.0001689074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007642534,0.0001425667,0.003799951,0.00001345256,0.0003724097,7.197326e-7,0.9641815,0.000002607106,0.000001245034,0.007108986,0.009215113,0.01515374],"study_design_scores_gemma":[0.0002170535,0.00005319263,0.004281449,0.00007931908,0.00004957178,0.00001027041,0.7851423,8.598732e-8,0.000003562861,0.0006306179,0.2094495,0.00008307063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8508976,0.04508273,0.00001023264,0.0892048,0.007925525,0.0001414068,0.00000145274,0.00005945431,0.006676795],"genre_scores_gemma":[0.9871197,0.008164417,0.001559808,0.0002877,0.001973716,0.00003879604,3.811338e-7,0.000006510807,0.0008489382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2002344,"threshold_uncertainty_score":0.625681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7881289922789491,"score_gpt":0.5552848514798879,"score_spread":0.2328441407990611,"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."}}