{"id":"W4391165677","doi":"10.5040/9781350187252","title":"The Induction of Early Childhood Educators","year":2024,"lang":"en","type":"book","venue":"Bloomsbury Publishing Plc eBooks","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher induction; Psychology; Mathematics education; Pedagogy; Professional development","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":[0.0006230622,0.0002124084,0.0001387995,0.0005097723,0.001785158,0.002408011,0.0005673178,0.0008275897,0.01351286],"category_scores_gemma":[0.001704285,0.0001983803,0.0001953622,0.0004966349,0.00175696,0.001375,0.002308046,0.00278312,0.004720674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002281867,"about_ca_system_score_gemma":0.00469662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161424,"about_ca_topic_score_gemma":0.03917057,"domain_scores_codex":[0.9994234,0.0001416896,0.00001441124,0.00005215971,0.0002841344,0.00008416894],"domain_scores_gemma":[0.9992112,0.0002192432,0.00005550955,0.00007691971,0.0002000314,0.0002371457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002481797,0.000100917,0.0006081687,0.0002683305,0.000001575021,0.0001915889,0.007710299,0.0001233665,0.001430183,0.1034746,0.5098557,0.3762105],"study_design_scores_gemma":[0.000003432549,0.00001879344,0.000777477,0.0001980378,9.649768e-7,0.0001509204,0.0009128632,0.00003092298,0.0004230253,0.003447254,0.994032,0.000004264874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005988305,0.009743111,0.006049416,0.01025642,0.001987195,0.0002010294,0.0001053885,0.000361077,0.9653081],"genre_scores_gemma":[0.04106813,0.009196783,0.009660365,0.005231778,0.000212299,0.0001744405,0.0001487152,0.0001395787,0.934168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01351286,"threshold_uncertainty_score":0.045205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498892099177918,"score_gpt":0.3202572972128798,"score_spread":0.2852683762211006,"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."}}