{"id":"W6968969814","doi":"10.5281/zenodo.3885191","title":"MOTS Finder version 1.4","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Documentation; Robustness (evolution); Notation; USable; Infinitesimal; Computation; Corollary; Salient; Trigonometric functions","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001968152,0.003619035,0.002430868,0.00340707,0.001249296,0.006749493,0.006034589,0.003495777,0.5345739],"category_scores_gemma":[0.009928354,0.003220373,0.00304922,0.002750081,0.0006311306,0.007638501,0.005110031,0.004279559,0.6010279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600951,"about_ca_system_score_gemma":0.002190009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382738,"about_ca_topic_score_gemma":0.004599709,"domain_scores_codex":[0.9980603,0.0001546097,0.0001949706,0.0004059162,0.000957622,0.0002264567],"domain_scores_gemma":[0.9969304,0.0004691161,0.0001742844,0.0008414693,0.001371534,0.0002131162],"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":[0.0001767464,0.00002402241,0.0002505966,0.000444414,0.00003175306,0.00006759255,0.00004528559,0.0005198661,0.000986803,0.004122296,0.9495841,0.04374653],"study_design_scores_gemma":[0.0000784946,0.00001557369,0.0002285224,0.0001287534,0.00001715977,0.0001203497,0.00001803987,0.001833222,0.002763818,0.005018544,0.9897264,0.00005111542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001099687,0.0007747022,0.1181803,0.001212006,0.002971356,0.0002882305,0.2078793,0.5875305,0.08006386],"genre_scores_gemma":[0.006670557,0.0007472729,0.07141396,0.00115051,0.0006319159,0.0006061801,0.3271713,0.4182464,0.1733619],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5345739,"threshold_uncertainty_score":0.6638738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453465233221092,"score_gpt":0.240892035500409,"score_spread":0.2063573831681981,"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."}}