{"id":"W2790442371","doi":"","title":"Mapping Principal Preparation Programs in British Columbia, Canada","year":2017,"lang":"tr","type":"article","venue":"DergiPark (Istanbul University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Context (archaeology); Consistency (knowledge bases); Plan (archaeology); Political science; Public relations; Library science; Pedagogy; Public administration; Sociology; Geography; Computer science","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":[0.001194941,0.0004228754,0.0004513226,0.005626391,0.005592425,0.002607628,0.001774749,0.0005071196,0.004139386],"category_scores_gemma":[0.005311888,0.0004559522,0.0003217499,0.01181858,0.001278731,0.0006368291,0.002165815,0.0009874522,0.000510478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08354507,"about_ca_system_score_gemma":0.1358396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997811,"about_ca_topic_score_gemma":0.9991258,"domain_scores_codex":[0.9976603,0.0002251493,0.00009317377,0.0002848272,0.0005772607,0.001159308],"domain_scores_gemma":[0.9915342,0.0006217146,0.0004990839,0.0001787095,0.005531058,0.001635267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005369454,0.0002078119,0.6328098,0.001216405,0.0001096471,0.001027474,0.04677838,0.002022753,0.002998314,0.005066015,0.03691002,0.2703165],"study_design_scores_gemma":[0.00001704549,0.00004400937,0.9064669,0.0003468757,0.00002805303,0.00009757576,0.05452532,0.0006652265,0.000492488,0.0001796755,0.03708509,0.0000517123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484978,0.004163134,0.001617727,0.002323123,0.00005992469,0.0004585423,0.01013417,0.0001705789,0.0325749],"genre_scores_gemma":[0.9776413,0.001861199,0.002043332,0.0002621718,0.000004594813,0.0002091133,0.003970653,0.00005823693,0.0139495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08354507,"threshold_uncertainty_score":0.6061648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09211109747493369,"score_gpt":0.2916062048293017,"score_spread":0.199495107354368,"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."}}