{"id":"W7006260325","doi":"","title":"Teacher Recruitment and Retention : How Canadian School Boards Attract Teachers : a Report from the Canadian Education Association","year":2015,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Quality (philosophy); Higher education; Curriculum","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":[0.02042835,0.0003282136,0.0004688782,0.003750114,0.01749521,0.006269677,0.003961608,0.003184587,0.01095609],"category_scores_gemma":[0.04047913,0.0007401949,0.0005880789,0.005375637,0.002420294,0.001931558,0.004235813,0.003673751,0.001414935],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.083188,"about_ca_system_score_gemma":0.3778851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909135,"about_ca_topic_score_gemma":0.997001,"domain_scores_codex":[0.982359,0.001308005,0.0005363476,0.0005273668,0.0100368,0.005232481],"domain_scores_gemma":[0.9112715,0.007477514,0.003650323,0.001161567,0.04713575,0.02930327],"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":[0.0001781943,0.0002952416,0.1891912,0.0005281938,0.00003650298,0.0002501682,0.02480333,0.0001759286,0.0007554765,0.003683936,0.5762904,0.2038115],"study_design_scores_gemma":[0.00005769165,0.000109942,0.6055036,0.000762203,0.00006599887,0.00007414298,0.05139278,0.0002687059,0.0007127227,0.0002947572,0.34065,0.0001075309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.42225,0.01308336,0.001725356,0.3903184,0.002601347,0.002186838,0.01108978,0.0005732353,0.1561718],"genre_scores_gemma":[0.6946045,0.01167452,0.00303422,0.0384089,0.0004649341,0.001235357,0.004396531,0.0002860058,0.245895],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.916812,"threshold_uncertainty_score":0.603574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317625565704411,"score_gpt":0.2461245767675933,"score_spread":0.2329483211105492,"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."}}