{"id":"W6931594682","doi":"10.5281/zenodo.7297061","title":"LEGOS-A","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Order (exchange); Compliance (psychology); Focus (optics); Process (computing); Satisfiability; Relation (database)","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":[0.004944398,0.00177983,0.001018249,0.00501139,0.001221248,0.005675131,0.003094795,0.003094797,0.2280481],"category_scores_gemma":[0.01542397,0.001066949,0.00118056,0.002575089,0.001044887,0.005976247,0.004158708,0.002168215,0.1671312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272006,"about_ca_system_score_gemma":0.002605654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533648,"about_ca_topic_score_gemma":0.003621109,"domain_scores_codex":[0.9949588,0.001320834,0.0003819486,0.0007169266,0.002173772,0.0004477465],"domain_scores_gemma":[0.9918681,0.002510793,0.0005766573,0.002924734,0.001680698,0.0004391125],"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":[0.0009409474,0.0002787604,0.001543431,0.001219768,0.00007643025,0.0004621617,0.0002304075,0.002169878,0.003259309,0.05494493,0.7712506,0.1636234],"study_design_scores_gemma":[0.0002827777,0.0001061991,0.0006073363,0.0004421411,0.00003883108,0.0004381825,0.00007005803,0.006261627,0.003838591,0.02888884,0.9589581,0.00006726194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007681865,0.002851686,0.1135512,0.003363111,0.001536945,0.0009369513,0.09463342,0.3591191,0.4163258],"genre_scores_gemma":[0.110062,0.004023183,0.1012737,0.004093627,0.0008399797,0.001318843,0.3647241,0.1155856,0.298079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7719519,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179338451845806,"score_gpt":0.2713127797664572,"score_spread":0.2295193952479991,"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."}}