{"id":"W6931785047","doi":"10.5281/zenodo.7217646","title":"LEGOS","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Artifact (error); Bounded function; Satisfiability; Boolean satisfiability problem; Computability; Term (time); Model checking; Process (computing)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002407256,0.002480694,0.001478387,0.00410862,0.0008512654,0.003919421,0.004360852,0.001949483,0.2496558],"category_scores_gemma":[0.008444521,0.001390423,0.001914074,0.002322379,0.0006633397,0.00374385,0.003718211,0.002032107,0.1950301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831177,"about_ca_system_score_gemma":0.001581118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004762187,"about_ca_topic_score_gemma":0.005307146,"domain_scores_codex":[0.9977371,0.0004284793,0.0002113613,0.0004137651,0.0009694345,0.0002398556],"domain_scores_gemma":[0.9960036,0.001082139,0.0002234705,0.001611498,0.0008891982,0.0001900957],"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":[0.0006743377,0.0001956488,0.001044401,0.002087856,0.0001243184,0.0002718451,0.0001776158,0.00256803,0.003770559,0.03508481,0.8312864,0.1227142],"study_design_scores_gemma":[0.0002236442,0.00007330021,0.0005081685,0.0002814647,0.00004975725,0.0002227073,0.00004606913,0.006832576,0.004875395,0.01826551,0.9685656,0.00005590283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.002581526,0.001179792,0.1398892,0.0008497885,0.0006759802,0.0004905831,0.1470649,0.5721522,0.1351159],"genre_scores_gemma":[0.03279928,0.00163904,0.09500443,0.001584754,0.0002828214,0.0008274071,0.5368394,0.1976222,0.1334008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7503442,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07383287089351818,"score_gpt":0.3036143614082021,"score_spread":0.2297814905146839,"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."}}