{"id":"W7095219002","doi":"","title":"References","year":2015,"lang":"en","type":"article","venue":"","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001056108,0.0004935824,0.0005700606,0.005500889,0.001911375,0.001765306,0.001650946,0.001072074,0.2130625],"category_scores_gemma":[0.01226268,0.0002216048,0.0004960494,0.005755778,0.0005236973,0.001730721,0.0011966,0.001870916,0.1279547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003261006,"about_ca_system_score_gemma":0.003140745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03509459,"about_ca_topic_score_gemma":0.04199629,"domain_scores_codex":[0.9988232,0.0001890025,0.00008138701,0.000107051,0.0007130608,0.00008618666],"domain_scores_gemma":[0.9925705,0.001348957,0.0002574399,0.0003849195,0.005173874,0.0002643743],"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":[0.000008206734,0.00001197398,0.0001444872,0.0001614811,0.0000023481,0.00007197096,0.000135758,0.00007320689,0.00005611955,0.005403925,0.9686443,0.02528623],"study_design_scores_gemma":[0.000001199569,0.000002638771,0.000367619,0.0003305521,0.000002599147,0.00009298069,0.00009902351,0.0000176348,0.0000579728,0.002160325,0.9968612,0.000006174331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001581261,0.05725745,0.01145562,0.06396978,0.06700726,0.000451766,0.036751,0.0009571258,0.7605689],"genre_scores_gemma":[0.01943804,0.05268687,0.019431,0.01639586,0.01090786,0.0003815631,0.04305604,0.001149728,0.8365531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7869375,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.587106136201859,"score_gpt":0.5099464329192198,"score_spread":0.07715970328263921,"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."}}