{"id":"W7093428804","doi":"","title":"Assessing Credibility:\\nThe Impact of a Motive to Lie and the Embellishment\\nof Evidence — the Canadian Approach","year":2022,"lang":"","type":"article","venue":"Insecta mundi","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credibility; Witness; Appeal; Supreme court; Set (abstract data type); Subject (documents)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00340461,0.0003972331,0.000798754,0.0002980275,0.001314756,0.0002450203,0.0008987031,0.0001332755,0.001581251],"category_scores_gemma":[0.002404892,0.0002217513,0.0004586185,0.000971322,0.001180872,0.0003713795,0.0008058758,0.001214951,0.00001544595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133149,"about_ca_system_score_gemma":0.002112217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7814795,"about_ca_topic_score_gemma":0.1437967,"domain_scores_codex":[0.9953386,0.001734321,0.0007656983,0.000707785,0.0006479286,0.0008056559],"domain_scores_gemma":[0.9973179,0.0004194052,0.0003330634,0.001261658,0.0002300409,0.000437896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003137328,0.001950744,0.704291,0.0008957346,0.003465913,0.0005703258,0.2079773,0.001607522,0.01440222,0.005064784,0.03277535,0.02386174],"study_design_scores_gemma":[0.002737462,0.003990476,0.9709952,0.0004582299,0.0006964609,0.0007292496,0.007561621,0.0113373,0.00009431467,0.0006295131,0.0003837798,0.0003863215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735825,0.007600859,0.0000949106,0.006412758,0.0005605764,0.002033219,0.0001163846,0.00001479962,0.009584001],"genre_scores_gemma":[0.9962349,0.0001564794,0.0001105228,0.00253656,0.0002637891,0.0002335738,0.00001562409,0.00003965253,0.0004089278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6376829,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09761219488830526,"score_gpt":0.3780189640912879,"score_spread":0.2804067692029827,"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."}}