{"id":"W6949628924","doi":"10.5281/zenodo.2650526","title":"dfm/celerite: celerite v0.3.1","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[0.002597053,0.002496741,0.001544569,0.004000835,0.00119479,0.003958555,0.003546015,0.00208935,0.3225015],"category_scores_gemma":[0.004619444,0.001741797,0.001265413,0.004260502,0.0008458896,0.003079103,0.004626805,0.002390414,0.364505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575085,"about_ca_system_score_gemma":0.002116927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006453095,"about_ca_topic_score_gemma":0.007323451,"domain_scores_codex":[0.9981266,0.0002066823,0.00008540668,0.0002375283,0.001082987,0.0002607634],"domain_scores_gemma":[0.9974807,0.0002420564,0.0001147273,0.0009886374,0.0008642371,0.000309601],"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":[0.0005038832,0.00006197079,0.000470919,0.0006833112,0.00005025066,0.00009919995,0.0001730886,0.002418767,0.01053121,0.01796365,0.8671854,0.09985851],"study_design_scores_gemma":[0.00008855516,0.00003630271,0.0003893559,0.00006794974,0.00001845698,0.0001256303,0.00002389034,0.00246813,0.008105534,0.00383323,0.9848049,0.00003812329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.003762978,0.001746619,0.1789403,0.001195363,0.001138288,0.0004881244,0.08811606,0.3002389,0.4243733],"genre_scores_gemma":[0.04672442,0.0018597,0.1243834,0.0005520892,0.0003398218,0.0009898244,0.1988532,0.302025,0.3242725],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3225015,"threshold_uncertainty_score":0.9663694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243104621702984,"score_gpt":0.2442159800917554,"score_spread":0.2117849338747256,"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."}}