{"id":"W7097015481","doi":"","title":"EDUCATION PAPERS Identifying Alberta’s Best Schools","year":2013,"lang":"en","type":"article","venue":"","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Higher education; Best practice; Data collection; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001475132,0.00005240295,0.00005093109,0.00003894468,0.0003784142,0.0002496891,0.0001694607,0.00005301392,0.01084773],"category_scores_gemma":[0.0001534253,0.00004668995,0.00003009198,0.0001730076,0.00003580204,0.0009223516,0.00001433964,0.00009067074,0.01020733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005096899,"about_ca_system_score_gemma":0.0002790756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1222064,"about_ca_topic_score_gemma":0.03399943,"domain_scores_codex":[0.9993541,0.00003399636,0.00009747405,0.000117628,0.0001938326,0.0002029322],"domain_scores_gemma":[0.9995981,0.00004789683,0.0000308169,0.0001164191,0.00008015872,0.0001265543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003122447,0.0001567416,0.3941611,0.00002583959,0.00002239887,2.241216e-7,0.01345816,0.000003591587,0.002509888,0.03840226,0.3336562,0.2176004],"study_design_scores_gemma":[0.0001168767,0.00001620699,0.07533703,0.00004965983,0.00001107009,6.128539e-7,0.04559622,0.00001317152,0.0003266803,0.002509259,0.8757779,0.0002453165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3407369,0.00006253083,0.000004599446,0.005347337,0.0004609964,0.000130529,8.573194e-8,0.00002883833,0.6532282],"genre_scores_gemma":[0.8131086,0.0001458653,0.0003209109,0.001269051,0.0006442248,0.00004838716,0.000002154346,0.000004537599,0.1844563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5421217,"threshold_uncertainty_score":0.9905633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956173214403759,"score_gpt":0.3375171978633824,"score_spread":0.3079554657193448,"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."}}