{"id":"W4376149885","doi":"10.1111/polp.12531","title":"The prospects for gun policy change following mass shootings","year":2023,"lang":"en","type":"article","venue":"Politics &amp Policy","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gun control; Politics; Legislation; Opposition (politics); Public opinion; Political science; Population; Public policy; Poison control; Criminology; Law; Public administration; Sociology; Demography; Medicine; Environmental health","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"],"consensus_categories":[],"category_scores_codex":[0.00206333,0.0001770582,0.0001968759,0.0004213895,0.002565584,0.000395516,0.0007601066,0.0001511373,0.00001004483],"category_scores_gemma":[0.00600381,0.0001386794,0.000250258,0.001738352,0.0004077789,0.0002007314,0.0001077138,0.0002167146,0.0003672963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005159114,"about_ca_system_score_gemma":0.001328102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03139363,"about_ca_topic_score_gemma":0.002213882,"domain_scores_codex":[0.9961979,0.0001918994,0.0002508826,0.0003060449,0.0007357091,0.002317575],"domain_scores_gemma":[0.9979204,0.0009874222,0.00007503812,0.0003793046,0.0001572171,0.0004806335],"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":[0.000003875332,0.00001416278,0.003706591,0.0000310742,0.00002408332,0.000002323762,0.01966533,5.582737e-7,0.0001212737,0.9677619,0.002968732,0.005700117],"study_design_scores_gemma":[0.0003347359,0.00004259212,0.003359158,0.00005806112,0.00001440658,6.71345e-7,0.007656463,0.00006836263,0.000162417,0.1655137,0.822513,0.0002763651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3087967,0.0005952147,0.0003462881,0.4922266,0.001990987,0.005309323,0.000255568,0.001724667,0.1887546],"genre_scores_gemma":[0.9489928,0.0003830803,0.0001215447,0.001441326,0.008823532,0.0004481119,0.000018396,0.0000510083,0.03972019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8195443,"threshold_uncertainty_score":0.9987329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692562037151545,"score_gpt":0.4710404794394967,"score_spread":0.3017842757243423,"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."}}