{"id":"W4388182784","doi":"10.2139/ssrn.4616402","title":"Some Further Results on Random Obic Rules","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01038313,0.0004155802,0.0009328357,0.0005690216,0.0002218684,0.0002384138,0.0008261399,0.0004375048,0.00004306188],"category_scores_gemma":[0.0004822989,0.0004232987,0.0005448093,0.0001284998,0.00005736948,0.0001206954,0.0001940296,0.005206491,0.005170559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200194,"about_ca_system_score_gemma":0.0006005033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017222,"about_ca_topic_score_gemma":0.0001244857,"domain_scores_codex":[0.9952081,0.0001655586,0.001397559,0.0007296239,0.0001066553,0.002392499],"domain_scores_gemma":[0.9974906,0.0002315332,0.001453239,0.0006679256,0.00004254151,0.0001141825],"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":[0.0005329073,0.0000747419,0.0003957008,0.00004606531,0.0005842335,0.00001119141,0.0005696796,0.001206514,0.000004630907,0.9950343,0.0006910196,0.0008490035],"study_design_scores_gemma":[0.002463667,0.0002190185,0.000471123,0.0002055253,0.00002026209,0.00006161357,0.0003235377,0.000210538,0.000009714813,0.9901775,0.00538214,0.0004553432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033914,0.04457626,0.004149645,0.008611705,0.01579908,0.001286865,0.001017928,0.0005797311,0.02058743],"genre_scores_gemma":[0.9579008,0.0101036,0.00002427096,0.0001140868,0.003129066,0.00002947566,0.00005685028,0.0001267126,0.0285151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05450949,"threshold_uncertainty_score":0.9998219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574875327341229,"score_gpt":0.2411789869298191,"score_spread":0.2054302336564068,"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."}}