{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005712043,0.0001783936,0.0001363743,0.001245274,0.001254221,0.001089631,0.0004531514,0.0003348004,0.00729614],"category_scores_gemma":[0.003143603,0.0001492518,0.0001538925,0.001044559,0.0008006655,0.0004162349,0.0005413889,0.0004451896,0.0006498595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334378,"about_ca_system_score_gemma":0.002907197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4573243,"about_ca_topic_score_gemma":0.5773579,"domain_scores_codex":[0.9993967,0.0001466785,0.00003780035,0.00003914589,0.0001935694,0.0001861129],"domain_scores_gemma":[0.9983308,0.0002095665,0.0006246008,0.00004149367,0.0005280771,0.0002655667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008164854,0.0001342503,0.9676792,0.00007985259,0.00001670121,0.001054504,0.01360104,0.00001852263,0.0006086879,0.0002453158,0.004650593,0.01182965],"study_design_scores_gemma":[0.000003713269,0.00008300917,0.9801939,0.00004218427,0.000007436832,0.0003807618,0.01379438,0.00002570862,0.0001016213,0.00001187249,0.005346256,0.000009103346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910387,0.0003716857,0.00005317218,0.0006459475,0.00001549085,0.00004387762,0.000592904,0.000007947161,0.007230282],"genre_scores_gemma":[0.9936776,0.0003299735,0.00006031742,0.000158105,0.00001475185,0.00002174322,0.00026299,0.000004876161,0.00546964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5426757,"threshold_uncertainty_score":0.9093248,"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."}}