{"id":"W4306835658","doi":"","title":"Concurrent secrets with quantified suspicion","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006655277,0.0009750452,0.001869113,0.002578383,0.003758416,0.01186147,0.002070187,0.003405307,0.007465762],"category_scores_gemma":[0.06580686,0.001149626,0.001690658,0.00326089,0.008651827,0.01846821,0.009288052,0.006450229,0.0009231723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005160108,"about_ca_system_score_gemma":0.003068279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563207,"about_ca_topic_score_gemma":0.001152383,"domain_scores_codex":[0.9874067,0.003290352,0.0009478492,0.002271421,0.004644696,0.001439044],"domain_scores_gemma":[0.9412587,0.03942307,0.003940927,0.008442893,0.00489585,0.002038521],"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":[0.0001274512,0.00002878622,0.0006721966,0.0000914923,0.00002305647,0.0003734401,0.0005110033,0.005183711,0.0008227486,0.9858462,0.001003572,0.005316268],"study_design_scores_gemma":[0.00003006842,0.000009410812,0.00006843219,0.00002047782,0.00002270855,0.0001525401,0.00006169634,0.03016461,0.0008531334,0.9670442,0.001555117,0.000017568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1810137,0.001384353,0.745261,0.01011146,0.0006743571,0.0003055598,0.0005417683,0.001620922,0.05908693],"genre_scores_gemma":[0.9643668,0.0003446544,0.02430121,0.0005696305,0.0004425286,0.0001058289,0.0001594229,0.0001580351,0.009552002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01186147,"threshold_uncertainty_score":0.03743941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047939035396126,"score_gpt":0.2406293113121055,"score_spread":0.2201499209581442,"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."}}