{"id":"W4212912101","doi":"10.7202/1086425ar","title":"Public Expectations of School Board Trustees","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Conestoga College","funders":"","keywords":"Delegate; Judgement; Sample (material); Psychology; Public relations; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001138771,0.00006391399,0.0001298088,0.001060229,0.000403895,0.0001704182,0.0002912878,0.00002034205,0.01673335],"category_scores_gemma":[0.002681192,0.0000573718,0.00006721162,0.0005709344,0.00009054723,0.0003864051,0.00001211754,0.0001371251,0.00002292855],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739151,"about_ca_system_score_gemma":0.02719146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004674716,"about_ca_topic_score_gemma":0.006414077,"domain_scores_codex":[0.9981807,0.0001835667,0.0006844942,0.0001017947,0.0007233115,0.0001261102],"domain_scores_gemma":[0.9975753,0.0004237343,0.0005352112,0.0001378436,0.0007537164,0.0005742047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003249967,0.0001419869,0.2541824,0.000006945409,0.00004357745,0.000002534184,0.005059676,0.0003085061,0.0001087184,0.6517876,0.07623067,0.01209488],"study_design_scores_gemma":[0.0005926439,0.0006484988,0.5240072,0.000009530675,0.00001780617,0.0003408492,0.02047345,0.0002406131,0.00009698865,0.07409615,0.3793039,0.0001723509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102838,0.0005070256,0.00005350144,0.2511011,0.0007442886,0.0001261181,0.0001167225,0.000001662209,0.03706584],"genre_scores_gemma":[0.9947506,0.000009782577,0.0003832599,0.0008212829,0.0003157051,0.0000107869,0.00001530976,0.000003744467,0.003689552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5776914,"threshold_uncertainty_score":0.9841655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2269662685585933,"score_gpt":0.481225932096693,"score_spread":0.2542596635380996,"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."}}