{"id":"W4288051078","doi":"10.31235/osf.io/dvn4w","title":"Mass Shootings and Masculinity","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masculinity; Operationalization; Nova scotia; Commission; Political science; Criminology; Law; Sociology; Gender studies; Ethnology","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":[0.001063845,0.0002476495,0.0002273692,0.001106538,0.002320323,0.002126969,0.0002983547,0.00047304,0.01272906],"category_scores_gemma":[0.00328758,0.0001087736,0.0001204975,0.001053346,0.003808521,0.0008099411,0.001324265,0.0007027655,0.0005486489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003257705,"about_ca_system_score_gemma":0.00315927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1460877,"about_ca_topic_score_gemma":0.2596447,"domain_scores_codex":[0.9991915,0.0002575802,0.00002120512,0.00007666956,0.0003004556,0.0001526735],"domain_scores_gemma":[0.9976846,0.0008214805,0.0005160189,0.0001022019,0.000524275,0.0003513698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001714146,0.0001294952,0.2514791,0.001008747,0.0001006407,0.0007908575,0.112049,0.0005258112,0.001322741,0.3287296,0.1181465,0.185546],"study_design_scores_gemma":[0.000009175455,0.00009499286,0.6437871,0.001767592,0.00003430127,0.0004980734,0.04587956,0.0002083428,0.0003933466,0.02487722,0.2824072,0.00004315356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5181298,0.06243562,0.0007622702,0.06808345,0.002368574,0.00005278618,0.001316163,0.00002441266,0.3468269],"genre_scores_gemma":[0.9631777,0.01546158,0.0002274105,0.001733032,0.0005640146,0.00001011957,0.0001762465,0.00001502907,0.0186348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460877,"threshold_uncertainty_score":0.2904748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126352207960632,"score_gpt":0.4093508099463564,"score_spread":0.3180872878667501,"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."}}