{"id":"W2778285951","doi":"","title":"Issues in cognitive assessment : task difficulty, reactivity of measurement, thought listing versus inventory approaches and sequences versus frequency counts /","year":2015,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dawson College","funders":"","keywords":"Cognition; Task (project management); Listing (finance); Psychology; Cognitive psychology; Computer science; Engineering; Economics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000458784,0.0003072133,0.0003855203,0.000510317,0.0001052416,0.0001815853,0.0002273996,0.00007099791,0.002452494],"category_scores_gemma":[0.0008857779,0.0002818053,0.00007889012,0.0001389856,0.0005903371,0.000251164,0.0001490469,0.0002702266,0.00002870802],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159259,"about_ca_system_score_gemma":0.009048717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1165349,"about_ca_topic_score_gemma":0.9758076,"domain_scores_codex":[0.99786,0.0002125115,0.0003426955,0.0003869557,0.001002243,0.0001955991],"domain_scores_gemma":[0.9981031,0.001099737,0.0004679738,0.0001463457,0.0001011427,0.00008163601],"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":[0.000595475,0.001290909,0.02465614,0.0007820997,0.001403724,0.00003167358,0.01888722,0.000004770913,0.000375662,0.1502481,0.8003492,0.00137499],"study_design_scores_gemma":[0.003563283,0.0003695179,0.01397152,0.000949683,0.0002183893,0.000002445026,0.002657551,0.0001324955,0.00006654872,0.0009435042,0.9762626,0.0008624549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0203323,0.005586398,0.000004798781,0.0004456142,0.0003194826,0.0003329758,0.0005817576,0.00004983539,0.9723468],"genre_scores_gemma":[0.8114189,0.0009729836,0.00008407979,0.00003719323,0.0005454711,0.00009182031,0.00007058516,0.0001307446,0.1866482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8592727,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0874566590705953,"score_gpt":0.2843954402942361,"score_spread":0.1969387812236408,"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."}}