{"id":"W2071790500","doi":"10.12927/hcq.2009.20945","title":"Context Is Everything or How Could I Have Been That Stupid?","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Meaning (existential); Process (computing); Imperfect; Fidelity; Computer science; Cognition; Psychology; Cognitive psychology; Epistemology; Data science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0006245616,0.0001544324,0.000233461,0.00009477055,0.0007358005,0.0002713415,0.0002635342,0.0001575151,0.000627302],"category_scores_gemma":[0.00002219489,0.000135413,0.00009326838,0.0001572979,0.00009517652,0.000416842,0.000008179084,0.000220359,0.0002034444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228388,"about_ca_system_score_gemma":0.0002231399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009100433,"about_ca_topic_score_gemma":0.03590858,"domain_scores_codex":[0.9979832,0.0003004527,0.0002025562,0.0003459658,0.0006258741,0.0005419218],"domain_scores_gemma":[0.9991142,0.00005519142,0.0001204661,0.0002797027,0.0001246564,0.0003058134],"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":[0.00003832707,0.00005002915,0.00123002,0.00002361856,0.00001041494,0.00001906442,0.2121498,9.237056e-8,0.000006383156,0.009103804,0.07357825,0.7037902],"study_design_scores_gemma":[0.0004042834,0.0008618637,0.02091573,0.00005828349,0.00001063441,0.000001630152,0.2629972,0.00001795239,0.000004916228,0.001454002,0.7130409,0.0002325542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1316343,0.0006183639,0.001288102,0.8372542,0.001337274,0.001725557,0.00003425147,0.0005867248,0.02552124],"genre_scores_gemma":[0.9506968,0.0003186606,0.0001641578,0.02838294,0.0003884129,0.00001838584,0.000006298111,0.00001113431,0.02001317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8190625,"threshold_uncertainty_score":0.997498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0869576171579145,"score_gpt":0.3821851821463939,"score_spread":0.2952275649884794,"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."}}