{"id":"W110059870","doi":"","title":"The use and misuse of members' statements","year":2009,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002188219,0.00008675407,0.0002017151,0.00007233032,0.0001737208,0.0001316131,0.0003058192,0.00001576784,0.00155768],"category_scores_gemma":[0.0003220146,0.00005092192,0.00004923555,0.0002957429,0.00006109698,0.0004857515,0.00001517638,0.0000574861,0.00007744236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007875671,"about_ca_system_score_gemma":0.0003181545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01079121,"about_ca_topic_score_gemma":0.1061967,"domain_scores_codex":[0.9982797,0.0001781534,0.0005675074,0.0001753773,0.0006004858,0.000198781],"domain_scores_gemma":[0.9986767,0.0002675212,0.0001802418,0.0004361689,0.0001617262,0.0002776379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004901786,0.00001233154,0.01576566,0.00005042071,0.00002084949,0.000003976301,0.0001331861,0.000008359478,0.000008780974,0.00060427,0.4017399,0.5816474],"study_design_scores_gemma":[0.0001344447,0.00005298622,0.01928988,0.0002813774,0.00002150137,0.000002791729,0.0001602866,0.000159386,0.00001153333,0.0005691781,0.979249,0.00006761897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4896088,0.3284386,0.0000808944,0.1601089,0.001155064,0.003947568,0.0003107018,0.00003191301,0.01631753],"genre_scores_gemma":[0.5693794,0.3440157,0.0008474143,0.08155332,0.0000532851,0.00003431824,0.00004198552,0.00001195128,0.004062674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5815797,"threshold_uncertainty_score":0.999355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3098882225595158,"score_gpt":0.5050923129635176,"score_spread":0.1952040904040019,"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."}}