{"id":"W1157838587","doi":"10.26522/tl.v1i1.89","title":"School Board Induction Initiatives","year":2002,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher induction; Pedagogy; Focus (optics); Public relations; Mathematics education; Sociology; Political science; Psychology; Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01347244,0.0003239617,0.0002447886,0.00171582,0.004531442,0.003405351,0.001602238,0.001577503,0.04430501],"category_scores_gemma":[0.01122515,0.0003732898,0.0002632127,0.002259127,0.0009800727,0.002234572,0.004704919,0.003310257,0.01019905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004653696,"about_ca_system_score_gemma":0.01179475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003991436,"about_ca_topic_score_gemma":0.01422688,"domain_scores_codex":[0.9928134,0.001702803,0.0002817461,0.0007766098,0.002276046,0.00214932],"domain_scores_gemma":[0.9640149,0.004351964,0.002734281,0.002107877,0.005654903,0.02113598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000256121,0.00220821,0.02993763,0.0006329676,0.00001549661,0.0003892414,0.00606794,0.0003558026,0.00481184,0.03333668,0.3633884,0.5585997],"study_design_scores_gemma":[0.00005287059,0.0003262573,0.0363212,0.0001432221,0.000007984268,0.0001031473,0.003669144,0.0001210798,0.00139674,0.0009638997,0.9568755,0.00001897066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2229665,0.01231046,0.01819198,0.04978351,0.01226812,0.005826244,0.00270628,0.003599233,0.6723478],"genre_scores_gemma":[0.3833149,0.007214094,0.01927425,0.01164126,0.003275525,0.002356174,0.005340171,0.0008485866,0.5667351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04430501,"threshold_uncertainty_score":0.148215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378277707219173,"score_gpt":0.3786635736560207,"score_spread":0.2408358029341034,"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."}}