{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03383332,0.0004464911,0.0009602316,0.00342893,0.01481084,0.01011357,0.002904858,0.00153456,0.00166025],"category_scores_gemma":[0.0597118,0.0007257288,0.0004594031,0.002678311,0.01273268,0.005600044,0.01828853,0.00386999,0.0003292676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007072151,"about_ca_system_score_gemma":0.008411764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004644993,"about_ca_topic_score_gemma":0.01154607,"domain_scores_codex":[0.9739569,0.01838023,0.001055329,0.001517106,0.00215154,0.002938971],"domain_scores_gemma":[0.925487,0.04761644,0.007125963,0.006738299,0.006677644,0.006354542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004056357,0.0001477281,0.008637941,0.00003789152,0.00000673154,0.0003682803,0.9810233,0.00006289472,0.0005306485,0.001137966,0.0001899075,0.007816164],"study_design_scores_gemma":[0.00002309357,0.0001211728,0.007831444,0.00007515583,0.00001197261,0.0002230333,0.9833838,0.0002547222,0.001326242,0.0008732034,0.005857116,0.00001909728],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898762,0.0001398792,0.002927477,0.0006316698,0.0000238612,0.000179888,0.00002448984,0.00004179313,0.006154735],"genre_scores_gemma":[0.9965698,0.0001049166,0.001800424,0.00009999682,0.000008841607,0.0001151515,0.00002158611,0.00002133433,0.001257975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03383332,"threshold_uncertainty_score":0.1789299,"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."}}