{"id":"W4289528134","doi":"10.3390/safety8030055","title":"Leveraging Intellectual Property to Prevent Nuclear War","year":2022,"lang":"en","type":"article","venue":"Safety","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Goodwill; Nuclear weapon; Harm; Business; International trade; Intellectual property; Nuclear ethics; Computer security; Law and economics; Economics; Law; Finance; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004278318,0.0003879257,0.0002155836,0.002185853,0.001940878,0.004903318,0.001089527,0.001742634,0.01090451],"category_scores_gemma":[0.01376444,0.0001648434,0.0006831523,0.0009142908,0.004627787,0.005985721,0.005063238,0.001983486,0.00158092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518793,"about_ca_system_score_gemma":0.004988129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617084,"about_ca_topic_score_gemma":0.003014714,"domain_scores_codex":[0.9971085,0.0009395752,0.00009609255,0.0002207532,0.0008495424,0.0007855507],"domain_scores_gemma":[0.9927024,0.003044503,0.001666185,0.001129373,0.0009246501,0.0005328275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001028537,0.0004611617,0.0164181,0.0002095657,0.0001027601,0.0005834931,0.001610474,0.01153313,0.005608943,0.8228726,0.006301735,0.1341952],"study_design_scores_gemma":[0.0001220095,0.00109254,0.02551152,0.0005723508,0.0001382912,0.0007405672,0.004476338,0.01625071,0.01766939,0.6183459,0.31497,0.0001103095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3135406,0.001755594,0.06846495,0.01481555,0.0003319839,0.0002752618,0.00008756163,0.0002996359,0.6004289],"genre_scores_gemma":[0.9831975,0.000461425,0.004023197,0.0006861104,0.00006391279,0.0000518729,0.0000310439,0.00002065188,0.01146429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01090451,"threshold_uncertainty_score":0.03647923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682608825621527,"score_gpt":0.2764067556346457,"score_spread":0.2495806673784304,"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."}}