{"id":"W7140149823","doi":"","title":"The Complexity of Hiring, Supporting, and Retaining New Teachers Across Canada","year":2015,"lang":"en","type":"book","venue":"Open MIND","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career path; Path (computing); Career development; Sequence (biology); Career Pathways","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":[0.001700291,0.0003080319,0.0004351921,0.001391096,0.02094718,0.01546012,0.002306742,0.001816216,0.004309447],"category_scores_gemma":[0.003686551,0.0004745387,0.0003372651,0.00484312,0.006903469,0.002592922,0.003380498,0.003578746,0.0006464414],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1401653,"about_ca_system_score_gemma":0.2507516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923839,"about_ca_topic_score_gemma":0.9982577,"domain_scores_codex":[0.9950842,0.0003593078,0.00006820289,0.0002179971,0.00221551,0.002054753],"domain_scores_gemma":[0.9976026,0.0004747554,0.0001048771,0.00006111578,0.0008578193,0.0008987683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003633644,0.00003782466,0.008345288,0.0004149248,0.00002399831,0.001751544,0.09860358,0.002388559,0.001111108,0.2389746,0.312393,0.3359191],"study_design_scores_gemma":[0.000005194137,0.00001999088,0.02399997,0.0004768154,0.00002085802,0.0003674988,0.100784,0.0006284846,0.0002478293,0.0137883,0.8595961,0.0000650896],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1034263,0.04945352,0.004143385,0.1360181,0.002119591,0.000180125,0.00064421,0.0002958562,0.7037189],"genre_scores_gemma":[0.5267264,0.06390202,0.006998156,0.009182074,0.0004771888,0.00008746485,0.000518808,0.0002965751,0.3918114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1401653,"threshold_uncertainty_score":0.9972863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3847467998525175,"score_gpt":0.4629412105701897,"score_spread":0.07819441071767219,"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."}}