{"id":"W6912531003","doi":"10.5281/zenodo.4518635","title":"Split-HD-Logistic","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Replicate; Expression (computer science); Scripting language; Class (philosophy); Term (time)","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":[0.00267758,0.00225666,0.001471658,0.001735531,0.0008987723,0.002175573,0.00421782,0.001411736,0.369579],"category_scores_gemma":[0.01152777,0.002131804,0.002586169,0.001741712,0.0005135033,0.002035551,0.002207501,0.002319437,0.2604508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087281,"about_ca_system_score_gemma":0.001549469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005905224,"about_ca_topic_score_gemma":0.008257505,"domain_scores_codex":[0.9992458,0.0002133996,0.00006871993,0.0002131453,0.0001631193,0.00009587022],"domain_scores_gemma":[0.9959664,0.002486603,0.0001265875,0.0007451454,0.0005006387,0.0001745694],"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":[0.0003506811,0.0001265702,0.002963061,0.0006716265,0.0001637367,0.000180484,0.0001473339,0.008978044,0.0009689895,0.006095523,0.9470158,0.03233808],"study_design_scores_gemma":[0.001247169,0.0001144335,0.005281448,0.0002843917,0.000123905,0.0005550967,0.0001199515,0.08181167,0.008043499,0.03715137,0.8650361,0.0002309906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003212918,0.0002895041,0.09676103,0.0003886954,0.0002940523,0.0002566252,0.3715693,0.506203,0.02102491],"genre_scores_gemma":[0.02782923,0.0004291093,0.112726,0.0007620723,0.0001395899,0.002213134,0.4434206,0.3813171,0.03116313],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.369579,"threshold_uncertainty_score":0.899219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758931626582653,"score_gpt":0.3432433861591939,"score_spread":0.1673502235009285,"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."}}