{"id":"W4400424844","doi":"10.29173/crossings208","title":"Protectors or Enforcers?","year":2024,"lang":"en","type":"article","venue":"Crossings An Undergraduate Arts Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Pharmacology; Business; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00306904,0.0003468904,0.0004419448,0.001310983,0.01335241,0.01507571,0.001788657,0.004010459,0.01142717],"category_scores_gemma":[0.009961481,0.0003236098,0.0001831111,0.001771396,0.03064432,0.008511247,0.00398141,0.004344764,0.001994601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01979777,"about_ca_system_score_gemma":0.03463049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4442794,"about_ca_topic_score_gemma":0.5121686,"domain_scores_codex":[0.9931355,0.001136489,0.0001694055,0.0009482579,0.002054689,0.002555659],"domain_scores_gemma":[0.9959425,0.0006470651,0.0007582632,0.0002820522,0.0008688843,0.001501254],"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":[0.00003323894,0.00004203615,0.009826119,0.0001869443,0.00001537012,0.0003497073,0.0524821,0.0001059857,0.00031286,0.7788469,0.0903229,0.06747586],"study_design_scores_gemma":[0.00001117195,0.00002620908,0.009661475,0.0008510665,0.00001601805,0.0002588187,0.06830381,0.0001286556,0.0002704815,0.03675026,0.8836907,0.00003140578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05178599,0.02312939,0.003279817,0.3024559,0.00406168,0.00008443135,0.0001346989,0.0001228924,0.6149452],"genre_scores_gemma":[0.7416946,0.01313,0.0009339891,0.03986908,0.001074377,0.00004836605,0.0001026108,0.00009105232,0.203056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4442794,"threshold_uncertainty_score":0.8833869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393031503272297,"score_gpt":0.3742749329592356,"score_spread":0.3303446179265127,"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."}}