{"id":"W4399589717","doi":"10.1016/j.jmir.2024.101435","title":"Lying for a living","year":2024,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"MEG-3 (Canada)","funders":"","keywords":"Lying; Psychology; Medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446649,0.0007400792,0.0006100136,0.0008295252,0.01685204,0.008858229,0.001281475,0.00308219,0.0747396],"category_scores_gemma":[0.007275464,0.000270803,0.0006486755,0.0005059048,0.01560756,0.006913951,0.01049962,0.01325092,0.03279106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259661,"about_ca_system_score_gemma":0.004143569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005475732,"about_ca_topic_score_gemma":0.01381578,"domain_scores_codex":[0.9969419,0.001114545,0.00007636764,0.0004431978,0.0007695027,0.0006544869],"domain_scores_gemma":[0.9962691,0.0002555554,0.0001704028,0.0004071827,0.0007520293,0.002145682],"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":[0.0000611978,0.0001115478,0.002246557,0.00007115553,0.00004472381,0.0007347649,0.04166248,0.00008917332,0.00101316,0.2376597,0.6486911,0.06761438],"study_design_scores_gemma":[0.000004617868,0.00003163858,0.0006128005,0.00009136724,0.000005931835,0.0004891024,0.02095804,0.00002884938,0.00008790993,0.01848242,0.9591869,0.00002058243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01899891,0.005498004,0.00566571,0.2442347,0.0239692,0.00007144135,0.0001951516,0.0004370166,0.7009298],"genre_scores_gemma":[0.1879366,0.002331368,0.002852371,0.07793555,0.003274613,0.00007361516,0.0002544668,0.0005155776,0.7248259],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0747396,"threshold_uncertainty_score":0.2500289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232330400480926,"score_gpt":0.3185711820913103,"score_spread":0.2953381420432177,"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."}}