{"id":"W2980264848","doi":"","title":"What Do We Know About Firearms in Canada?: A Systematic Scoping Review","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Need to know; Computer security; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002176825,0.0002808156,0.0007338187,0.0003960153,0.0002996987,0.0005773873,0.001361856,0.0001714036,0.000242594],"category_scores_gemma":[0.0002329287,0.0002832952,0.0001383384,0.001268653,0.000126165,0.003160162,0.0002731826,0.0006612265,0.0005839297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811774,"about_ca_system_score_gemma":0.003506788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04621342,"about_ca_topic_score_gemma":0.9541698,"domain_scores_codex":[0.9952063,0.001519852,0.0004502978,0.0006186534,0.001215731,0.0009891639],"domain_scores_gemma":[0.9980177,0.0004465245,0.0002436801,0.000632822,0.0002072909,0.0004520305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001707914,0.00003269413,0.9638534,0.03257428,0.00002498187,0.0002143844,0.001644588,0.000005458984,0.00001294388,0.0001330915,0.000001136401,0.001485928],"study_design_scores_gemma":[0.0006475368,0.00004984332,0.1088144,0.8711892,0.00006237219,0.000007672415,0.01710246,4.646222e-7,0.00004209774,0.00004795386,0.001456777,0.0005791889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161991,0.07866131,0.000004224384,0.001658475,0.0005845598,0.002343853,0.000004724471,0.00005985205,0.0004838797],"genre_scores_gemma":[0.7728719,0.2200941,0.00000262659,0.0003742636,0.0000513333,0.000007654956,0.00000346256,0.00002532352,0.006569431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9079563,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069488421305311,"score_gpt":0.3795749476466229,"score_spread":0.2726261055160918,"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."}}