{"id":"W7154403683","doi":"10.37514/twr-j.2023.2982.2.07","title":"Critical Assessment and Analysis Exercise","year":2023,"lang":"en","type":"book-chapter","venue":"The WAC Clearinghouse eBooks","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Algoma University","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005862356,0.0002880373,0.0006149187,0.000220971,0.0008928348,0.00003824369,0.0002821598,0.0003694429,0.001307941],"category_scores_gemma":[0.00007674009,0.0002104116,0.0002318792,0.00004749807,0.0002914731,0.00002525567,0.0004186516,0.001692971,0.001755227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106756,"about_ca_system_score_gemma":0.0003820634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147971,"about_ca_topic_score_gemma":0.0001896344,"domain_scores_codex":[0.9981749,0.0001424388,0.0004827671,0.0004259443,0.0003415423,0.0004323897],"domain_scores_gemma":[0.9972318,0.001453915,0.0001718512,0.0007669429,0.0001385516,0.0002369108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003316843,0.00001831976,0.0002431618,0.0001781753,0.0004536429,0.000008657989,0.003881987,0.000002046495,0.000008675898,0.9726686,0.007865135,0.01463845],"study_design_scores_gemma":[0.0006636798,0.0001107188,0.03393523,0.00104202,0.005595488,0.000002035739,0.001823463,0.0006998408,0.000003477884,0.3466212,0.6084325,0.001070252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001081658,0.00004936094,0.00005112047,0.001835092,0.0007281677,0.0005636961,0.00005161529,0.0003247629,0.9953145],"genre_scores_gemma":[0.05992138,0.000122565,0.00006623087,0.001249773,0.0005565107,0.00009758749,0.00002802662,0.0001332632,0.9378247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6260473,"threshold_uncertainty_score":0.999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668346452139728,"score_gpt":0.4942480446475053,"score_spread":0.3274133994335325,"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."}}