{"id":"W2289955713","doi":"10.5072/prism/28069","title":"The Early Years: Beginning Early Childhood Educators’ Induction Experiences and Needs in British Columbia","year":2016,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher induction; Early childhood; Early childhood education; Psychology; Peer support; Professional development; Pedagogy; Medical education; Developmental psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001454492,0.0001731759,0.0003394207,0.0009998202,0.009669705,0.003195297,0.0009327577,0.0007526844,0.002499881],"category_scores_gemma":[0.003622296,0.0003448083,0.00008639034,0.001633264,0.002094395,0.0008164583,0.002313523,0.001795203,0.0002100204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02100888,"about_ca_system_score_gemma":0.03904156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8915609,"about_ca_topic_score_gemma":0.9751569,"domain_scores_codex":[0.9983668,0.0003388422,0.00005741399,0.00008367687,0.0003709863,0.0007823638],"domain_scores_gemma":[0.9942159,0.001019984,0.0004678549,0.0000682904,0.00138666,0.002841376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001329427,0.0002492146,0.1696726,0.0001734818,0.000007794642,0.003034099,0.7823125,0.00007291396,0.002031388,0.0007176872,0.002942906,0.03865255],"study_design_scores_gemma":[0.000004859226,0.00005051087,0.1266396,0.0001610742,0.00000426657,0.0002503496,0.8634602,0.00004454633,0.0001778293,0.00007950312,0.009106189,0.00002115885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956219,0.0002809369,0.00002697041,0.0006151973,0.00001013424,0.00001229276,0.00003016467,0.000003715436,0.003398803],"genre_scores_gemma":[0.9957739,0.0005342025,0.0001281634,0.0002878203,0.000002329242,0.00001729933,0.00004479021,0.000003833402,0.003207707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084391,"threshold_uncertainty_score":0.2181555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517385650740524,"score_gpt":0.2801915630054316,"score_spread":0.2650177064980264,"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."}}