{"id":"W1197666294","doi":"10.26522/tl.v1i1.87","title":"Induction and Mentoring Perspectives of Incoming Pre-service Faculty of Education Students","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; Service (business); Psychology; Pedagogy; Medical education; Teacher education; Mathematics education; Professional development; Medicine; Business; Marketing","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":[0.003308975,0.0003624261,0.0004327608,0.0007585009,0.009737249,0.005209892,0.0008516038,0.00160849,0.00470466],"category_scores_gemma":[0.009703659,0.0002124538,0.0004169613,0.0007714197,0.00354735,0.00136034,0.002949594,0.005612295,0.0009465498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003025766,"about_ca_system_score_gemma":0.003608462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006620108,"about_ca_topic_score_gemma":0.01863476,"domain_scores_codex":[0.9968531,0.001488117,0.00006522686,0.0001065677,0.0004723041,0.001014832],"domain_scores_gemma":[0.9868371,0.004134608,0.001297248,0.0002470168,0.001300216,0.006183928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004053343,0.0008009443,0.03378552,0.0001039118,0.00001070624,0.002335944,0.9268472,0.0001088694,0.004470597,0.002376842,0.004392039,0.02436228],"study_design_scores_gemma":[0.00001536962,0.0004157365,0.04025312,0.0000632029,0.000008044733,0.0005767731,0.9343637,0.0001190742,0.001487795,0.0004368706,0.02222755,0.00003281101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870015,0.0002769328,0.0003260832,0.001795141,0.0001021481,0.00003937047,0.00003958624,0.00001932618,0.01039978],"genre_scores_gemma":[0.9860719,0.0004601068,0.0002684404,0.0007494059,0.00009256522,0.0000390946,0.00005291922,0.00002184017,0.01224375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009737249,"threshold_uncertainty_score":0.02195358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107074340009892,"score_gpt":0.4167278501259743,"score_spread":0.3096535101160823,"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."}}