{"id":"W4388849531","doi":"10.1177/19427786231215743","title":"Alienation flows through the barrel of a gun: Despair, mass shootings, and suicide in an American settler colony","year":2023,"lang":"en","type":"article","venue":"Human Geography","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Alienation; Oppression; Criminology; Harm; Political science; Law; Sociology; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.001382853,0.00008106561,0.0001371758,0.0002537835,0.0004528584,0.00007211391,0.0002897362,0.00004953606,0.00005466064],"category_scores_gemma":[0.00008834845,0.00006189197,0.00005876831,0.001636793,0.000868239,0.0001949365,0.00004589632,0.00015192,0.000007171686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778612,"about_ca_system_score_gemma":0.00004332163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01459041,"about_ca_topic_score_gemma":0.02426834,"domain_scores_codex":[0.9983927,0.0003951867,0.0001679078,0.0002149174,0.0004325313,0.0003967345],"domain_scores_gemma":[0.9994295,0.0001789251,0.00007263384,0.0001662259,0.0000786311,0.00007414593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001345293,0.00003366366,0.9613485,0.00001640467,0.00001288874,0.000004100027,0.02172043,0.0000332754,0.0007582243,0.009949951,0.0003615408,0.005747559],"study_design_scores_gemma":[0.0002275744,0.0001742796,0.9495078,0.00005163917,0.000009087936,1.646601e-7,0.03324241,0.0002232775,0.00006910349,0.01313197,0.003228478,0.0001342207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957754,0.0001067891,0.00001581238,0.001533171,0.00003749523,0.0002651711,0.000005394392,0.00005736515,0.002203376],"genre_scores_gemma":[0.9994559,0.0001623048,0.00009592652,0.0001100458,0.00005522323,0.00003629628,0.00001100682,0.000008219901,0.00006511353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01184072,"threshold_uncertainty_score":0.9935362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06373426722034785,"score_gpt":0.3972015708765273,"score_spread":0.3334673036561794,"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."}}