{"id":"W3006510713","doi":"10.2139/ssrn.3507975","title":"Expert Views on Gun Laws","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gun violence; Law; Political science; Engineering; Poison control; Injury prevention; Medical emergency; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004442168,0.00009724379,0.0001399071,0.0001002306,0.0004546877,0.0001077743,0.0004882488,0.00009245009,0.0008992866],"category_scores_gemma":[0.0001209326,0.0000742269,0.0001194859,0.0002296645,0.00008471134,0.0002066289,0.00002279761,0.001586308,0.001691459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031214,"about_ca_system_score_gemma":0.002811928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006397346,"about_ca_topic_score_gemma":0.004187895,"domain_scores_codex":[0.9958866,0.0003561657,0.0001598619,0.0001768317,0.0006909135,0.002729608],"domain_scores_gemma":[0.9994423,0.00009171013,0.0000672678,0.0001599533,0.00007481287,0.000163968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006048302,0.0001087351,0.006157696,0.000003087858,0.00005139046,0.000004245891,0.005776211,0.000005499782,0.0006381238,0.8381581,0.001696895,0.1473395],"study_design_scores_gemma":[0.00069631,0.0007804748,0.0006477843,0.00007436271,0.000005993973,0.00002790596,0.04212362,0.00001331292,0.0001672349,0.153637,0.8015327,0.0002932146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7269378,0.006538713,0.0002305247,0.01403313,0.0009485257,0.0004728342,8.815241e-7,0.00007574831,0.2507619],"genre_scores_gemma":[0.9587203,0.01378311,0.00001286898,0.000391915,0.0006870457,0.000004943175,6.259372e-7,0.00001269774,0.02638648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7998359,"threshold_uncertainty_score":0.9990858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04257207591796093,"score_gpt":0.3776688463789954,"score_spread":0.3350967704610345,"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."}}