{"id":"W7100625791","doi":"","title":"Stop: Toutes Directions, report 15 1 An Invasion of English Vandals? A Study of the Language of Vandalism on Montreal Stop Signs","year":2014,"lang":"en","type":"article","venue":"","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sign (mathematics); English language; French; Kingdom; Official language; Poison control","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":[],"consensus_categories":[],"category_scores_codex":[0.0006053585,0.0001273346,0.000425206,0.0001126848,0.00005055514,0.000004074603,0.0001311817,0.0000645359,0.00008171428],"category_scores_gemma":[0.001303146,0.00007298016,0.00009604129,0.0002378908,0.00007388282,0.00006574989,0.00005995061,0.0001197171,7.325601e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000146817,"about_ca_system_score_gemma":0.00004724027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004566228,"about_ca_topic_score_gemma":0.0007565659,"domain_scores_codex":[0.9985645,0.0001406965,0.000482579,0.0002319602,0.0004558623,0.0001244282],"domain_scores_gemma":[0.9983745,0.000161253,0.0002984007,0.0007645927,0.0003402448,0.00006106716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002061382,0.02381386,0.4885651,0.0007548365,0.0005438372,0.0001998853,0.3142366,0.0001942682,0.1262697,0.003664374,0.007075734,0.03262042],"study_design_scores_gemma":[0.01042148,0.01683331,0.6547542,0.0003694468,0.0009012416,0.00008494526,0.1074699,0.0002903714,0.2058315,0.0001579297,0.002461337,0.0004242869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739871,0.00006632611,0.00002777901,0.0000340358,0.0002835382,0.0004892379,0.0000121016,0.00003884992,0.02506101],"genre_scores_gemma":[0.9976454,0.000007830959,0.00004376021,0.00004589658,0.0001264736,0.000008862883,0.00001340344,0.00001340166,0.002094948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2067666,"threshold_uncertainty_score":0.6902801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650487686321661,"score_gpt":0.2812656366092937,"score_spread":0.264760759746077,"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."}}