{"id":"W2065203198","doi":"10.1080/13664530.2013.813763","title":"Preparing teachers for professional learning: is there a future for teacher education in new teacher induction?","year":2013,"lang":"en","type":"article","venue":"Teacher Development","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Teacher induction; Teacher education; Professional development; Popularity; Pedagogy; Faculty development; Quality (philosophy); Psychology; Alternative teacher certification; Teacher quality; Mathematics education; Sociology; Medical education; Political science; Medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01015649,0.000186836,0.0004841891,0.0003423351,0.006562887,0.008996547,0.001577159,0.002596162,0.004458223],"category_scores_gemma":[0.01242177,0.0001895465,0.0002414139,0.001039829,0.00923125,0.006759291,0.0030967,0.002296353,0.000488022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02922114,"about_ca_system_score_gemma":0.07845602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3532724,"about_ca_topic_score_gemma":0.6719844,"domain_scores_codex":[0.994399,0.002033999,0.00009399329,0.0002825311,0.001692718,0.001497636],"domain_scores_gemma":[0.9888632,0.003278685,0.001395872,0.00043461,0.00197869,0.004048935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005192975,0.0009094389,0.1186034,0.003017012,0.00003125254,0.001287586,0.1667455,0.0004663173,0.002538627,0.0530389,0.04883292,0.6040096],"study_design_scores_gemma":[0.00011627,0.0006246425,0.1620082,0.002752535,0.00006657454,0.0006280934,0.5296864,0.0006108487,0.001237711,0.01796264,0.2841788,0.0001272913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4205531,0.02040692,0.003071647,0.5024114,0.0007327253,0.0003413224,0.0001292705,0.00008576595,0.05226791],"genre_scores_gemma":[0.9617401,0.01224946,0.004278287,0.01049088,0.0001801073,0.000159511,0.00006774627,0.00001958245,0.01081417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3532724,"threshold_uncertainty_score":0.7024323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499873489855619,"score_gpt":0.3464189554964056,"score_spread":0.3214202205978494,"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."}}