{"id":"W4404809873","doi":"10.1515/9780295800455","title":"Beaten Down","year":2011,"lang":"en","type":"book","venue":"University of Washington Press eBooks","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0006660185,0.0001826836,0.0003397916,0.0001831835,0.000478234,0.00003840419,0.001326756,0.0005535234,0.0006031321],"category_scores_gemma":[0.00004612075,0.0002098435,0.0002162069,0.00001838729,0.001165691,0.0001313526,0.0003071501,0.00052689,0.00006005531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278898,"about_ca_system_score_gemma":0.0009971549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02386913,"about_ca_topic_score_gemma":0.002409808,"domain_scores_codex":[0.9981744,0.0002168551,0.0001390425,0.0003440548,0.0006800542,0.0004456537],"domain_scores_gemma":[0.9988058,0.0001230468,0.0002166351,0.0003616852,0.0002453375,0.0002474778],"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":[0.0002107955,0.00008253097,0.0001198176,0.0003572294,0.0003198632,0.0001444206,0.124602,0.000001385706,0.00005575272,0.6987768,0.1305559,0.04477343],"study_design_scores_gemma":[0.0002028912,0.00004584082,0.00001830932,0.0002611706,0.00007214187,2.718502e-7,0.002019086,0.000001339766,0.0001016369,0.004054782,0.9929888,0.0002337632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000240648,0.0001439307,0.00002745407,0.00004199992,0.0001512299,0.0003177044,0.00004106216,0.00009189647,0.9989441],"genre_scores_gemma":[0.003582082,0.0004944844,0.0001185712,0.0000139182,0.0001332172,2.29006e-7,0.00001452845,0.00001964293,0.9956234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8624328,"threshold_uncertainty_score":0.982631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07196497112029634,"score_gpt":0.2737316871134834,"score_spread":0.201766715993187,"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."}}