{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01038915,0.000132851,0.000223469,0.0008850827,0.002233158,0.004973812,0.0005568611,0.0008012715,0.004617942],"category_scores_gemma":[0.0463293,0.0002731609,0.0003330739,0.001009345,0.001947421,0.001724558,0.001636623,0.001087964,0.0003283654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.016696,"about_ca_system_score_gemma":0.009912837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3725856,"about_ca_topic_score_gemma":0.4114919,"domain_scores_codex":[0.9894735,0.003498004,0.0006117846,0.000362593,0.003216516,0.002837561],"domain_scores_gemma":[0.9502717,0.01418347,0.01410433,0.001496877,0.01089025,0.009053392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003678882,0.000162961,0.8731914,0.0001166909,0.00006128546,0.0008331906,0.0895244,0.001011596,0.000740907,0.009792203,0.0066482,0.01754931],"study_design_scores_gemma":[0.00003332524,0.0001947854,0.7829332,0.000233729,0.00004109972,0.0001849658,0.1901707,0.001685401,0.0005995636,0.002094537,0.02174442,0.00008434315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801641,0.0001166961,0.0002977397,0.002869325,0.0000148442,0.00003189844,0.0001779352,0.000007119309,0.01632042],"genre_scores_gemma":[0.9989042,0.00005892707,0.00005437197,0.00008301369,0.000004061968,0.000008643141,0.00004983499,0.000002148766,0.0008347079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3725856,"threshold_uncertainty_score":0.7408338,"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."}}