{"id":"W1584103067","doi":"10.3233/wor-2010-0989","title":"Twenty years of assessment in WORK: A narrative review","year":2010,"lang":"en","type":"review","venue":"Work","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Work (physics); Narrative; Knowledge base; Narrative review; Psychology; Engineering ethics; Geography; Engineering; Computer science","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003022665,0.0002005758,0.001437323,0.0001915215,0.000131227,0.000004770553,0.0003502074,0.0005035628,0.002277205],"category_scores_gemma":[0.0005072252,0.0001503231,0.0002584644,0.001326315,0.00004876985,0.00006445964,0.0001435494,0.004135668,0.0005166299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027543,"about_ca_system_score_gemma":0.002076988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002424019,"about_ca_topic_score_gemma":0.0000235304,"domain_scores_codex":[0.9954027,0.002432918,0.001044261,0.0002838197,0.0004619097,0.000374374],"domain_scores_gemma":[0.9958605,0.002557922,0.0008610272,0.0004943229,0.0001404581,0.00008582429],"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":[0.00001392124,0.0000852592,0.0003362476,0.02894087,0.00005343114,0.000007652062,0.000419934,4.200801e-8,2.431596e-8,0.0001961442,0.01828433,0.9516621],"study_design_scores_gemma":[0.0001134057,0.00001582963,0.0006562929,0.1849289,0.00006973854,3.178171e-7,0.00009687488,2.365196e-8,4.082876e-9,0.00003769537,0.8139761,0.0001048243],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001273981,0.9899328,0.000003660596,0.0004662232,0.0005970246,0.002547264,0.00001439151,0.00001238326,0.006413513],"genre_scores_gemma":[0.000003149308,0.9931316,0.000633218,0.0002887045,0.0002441485,0.0007145806,0.00008874361,0.00003485199,0.004860948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9515573,"threshold_uncertainty_score":0.9986349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2352319080899666,"score_gpt":0.6070361070096705,"score_spread":0.3718041989197039,"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."}}