{"id":"W4399934736","doi":"10.29173/cons29530","title":"Was R2P Doomed to Fail?","year":2024,"lang":"en","type":"article","venue":"Constellations","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer security; Law and economics; Political science; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001715325,0.00005060762,0.00006161886,0.00007989584,0.0003070533,0.0001984916,0.0001087931,0.0000562466,0.0005549604],"category_scores_gemma":[0.000105426,0.00005188097,0.00004752656,0.0005043928,0.0001145619,0.0001124899,0.00002522674,0.00007020857,0.001349015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006883882,"about_ca_system_score_gemma":0.0001891293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004082854,"about_ca_topic_score_gemma":0.003269714,"domain_scores_codex":[0.999368,0.00004135643,0.00009787895,0.0001387118,0.0001666804,0.0001874405],"domain_scores_gemma":[0.9995685,0.0001387675,0.000007993208,0.0001021143,0.00004809724,0.0001345801],"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":[0.000001078986,0.000006743897,0.001096427,0.000007946802,0.00001514168,0.000009532583,0.02874942,0.0001637418,0.00005422344,0.9198154,0.042446,0.007634346],"study_design_scores_gemma":[0.00002572332,0.000006394273,0.0001915586,0.00002140236,0.00001042615,8.87539e-7,0.006718008,0.0007815527,0.000003662582,0.006522778,0.9856318,0.00008581983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1423955,0.0005637195,0.001790808,0.01895015,0.001188448,0.0002996329,0.00003388237,0.0003583998,0.8344194],"genre_scores_gemma":[0.9918043,0.00005318207,0.0001990989,0.0003289774,0.0001843414,0.00000349524,0.000007681187,0.000004959387,0.007413978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9431858,"threshold_uncertainty_score":0.9994286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098519731869923,"score_gpt":0.3476962768394103,"score_spread":0.326711079520711,"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."}}