{"id":"W6931581992","doi":"10.5281/zenodo.6902755","title":"joelz575/swatplus: None","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Process (computing); Product (mathematics); Term (time); Noise (video); Key (lock)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007036933,0.0001979698,0.0003669059,0.0006099839,0.001424758,0.0005293122,0.001177264,0.00009749508,0.8246926],"category_scores_gemma":[0.000205257,0.0002556635,0.0001114661,0.0003686729,0.0001790666,0.0001030463,0.001919499,0.0002760148,0.3484209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684433,"about_ca_system_score_gemma":0.000001895703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009792953,"about_ca_topic_score_gemma":7.465018e-7,"domain_scores_codex":[0.9983748,0.00005190974,0.0003570131,0.0007384765,0.0000869107,0.0003909015],"domain_scores_gemma":[0.998852,0.000008969342,0.000345163,0.0006278178,0.000047047,0.0001189765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006472225,0.00005921718,0.000003175607,0.0000375679,0.0001092969,0.000006267749,0.0003652,0.00000651309,0.000001520607,0.03075884,0.9658242,0.002821664],"study_design_scores_gemma":[0.0003448588,0.0000525888,0.00002323794,0.00001231755,0.000007824238,0.00001247632,0.00036265,0.00004062729,9.098812e-7,0.0004036483,0.9984587,0.0002801284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001513399,0.001137676,0.0002026568,0.0002189253,0.001038097,0.0003146034,0.004857423,0.0007755971,0.9914399],"genre_scores_gemma":[0.0004603835,0.0006152739,0.0001245091,0.0001659571,0.0002814152,1.059997e-7,0.001931378,0.004900259,0.9915207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4762717,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05369007720823042,"score_gpt":0.205877786537858,"score_spread":0.1521877093296276,"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."}}