{"id":"W2144844385","doi":"10.15365/joce.0804062013","title":"Teacher Induction in Catholic Schools","year":2005,"lang":"en","type":"article","venue":"Catholic education/Catholic education (Dayton, Ohio. Online)","topic":"Religious Education and Schools","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Teacher induction; Dimension (graph theory); Mathematics education; Pedagogy; School teachers; Religious education; Psychology; Sociology; Professional development; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002614722,0.0008064071,0.0007705925,0.00194931,0.001297853,0.0006999495,0.001468343,0.0008094364,0.001219564],"category_scores_gemma":[0.002900535,0.0009224603,0.000338397,0.003400667,0.0005131001,0.001220886,0.0001136855,0.001662084,0.002202271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878156,"about_ca_system_score_gemma":0.02084346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005204654,"about_ca_topic_score_gemma":0.003350864,"domain_scores_codex":[0.9927812,0.001220701,0.00182723,0.001502704,0.001210767,0.001457355],"domain_scores_gemma":[0.9945858,0.0002325128,0.0008627091,0.001738898,0.001394406,0.001185653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002463444,0.007027185,0.04622283,0.0001010198,0.0000480918,0.000001802005,0.4221363,0.0001205195,0.001114986,0.01971575,0.1594831,0.3440037],"study_design_scores_gemma":[0.0005047474,0.00003469666,0.1379213,0.0002410898,0.0000735159,0.00006027905,0.04438857,0.00001935279,0.0001877559,0.002059872,0.8134717,0.001037098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783261,0.003737324,0.00002196624,0.0551395,0.005303987,0.001799244,0.00002963482,0.0004425086,0.0551998],"genre_scores_gemma":[0.9018764,0.003215942,0.005168456,0.007749421,0.01204302,0.001381953,0.0007070916,0.0001555452,0.0677021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6539885,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542662156775108,"score_gpt":0.3711692955982702,"score_spread":0.3457426740305192,"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."}}