{"id":"W1593609060","doi":"","title":"Transition Into the Teaching Profession: Induction and Mentoring Issues Surrounding Secondary Music Teachers","year":2009,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher induction; Transition (genetics); Pedagogy; Mathematics education; Psychology; Professional development; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.005536349,0.0001283966,0.0002190301,0.0008048954,0.01334333,0.006034692,0.001121711,0.001484648,0.002719004],"category_scores_gemma":[0.01185184,0.0002437099,0.0001340481,0.0007346107,0.007319438,0.001887939,0.005009878,0.002143592,0.0002907213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00665785,"about_ca_system_score_gemma":0.01727617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0453497,"about_ca_topic_score_gemma":0.1286422,"domain_scores_codex":[0.9945945,0.002879051,0.0001992383,0.0002221236,0.0008915295,0.001213681],"domain_scores_gemma":[0.9877737,0.005038623,0.00200493,0.0002833277,0.001271813,0.003627568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008580559,0.0001999302,0.03050282,0.0001410357,0.000002753091,0.002786697,0.9251009,0.00004822134,0.001439659,0.003743266,0.001480388,0.03446839],"study_design_scores_gemma":[0.000006958569,0.00009451732,0.02038671,0.0001011484,0.000001952553,0.0003431305,0.9549925,0.00004501399,0.0002806488,0.0004820064,0.02325564,0.000009895233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754671,0.000781935,0.0005528415,0.008782029,0.00007268936,0.00006966238,0.00001236402,0.00001829961,0.01424298],"genre_scores_gemma":[0.995294,0.0004649443,0.0002305189,0.0004730708,0.0000333069,0.00003551335,0.000008020931,0.000004560819,0.003455971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0453497,"threshold_uncertainty_score":0.09017152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144435261172461,"score_gpt":0.2190063260632042,"score_spread":0.1975619734514796,"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."}}