{"id":"W6931189786","doi":"10.5281/zenodo.4670374","title":"ArtinWedderburn","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","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":[0.001197248,0.002758796,0.002383185,0.002790272,0.001234373,0.004032461,0.005761432,0.002021845,0.4160648],"category_scores_gemma":[0.005325974,0.002227304,0.002702188,0.002418621,0.0008938148,0.005452442,0.005077934,0.004643697,0.3710541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249649,"about_ca_system_score_gemma":0.001239856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003075221,"about_ca_topic_score_gemma":0.005379279,"domain_scores_codex":[0.9991764,0.00007739133,0.00005944227,0.0002323744,0.0003195279,0.0001347915],"domain_scores_gemma":[0.9986784,0.0004380602,0.000063151,0.0004445596,0.0002598859,0.0001159601],"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":[0.0002022754,0.00006846149,0.0004497414,0.001060298,0.00009074518,0.00009841696,0.0001209663,0.003419946,0.001490726,0.02865081,0.8549098,0.1094377],"study_design_scores_gemma":[0.0003118517,0.0000330541,0.0006706402,0.0003391464,0.00005392881,0.0002330499,0.00005470081,0.03385983,0.01055266,0.1173331,0.836441,0.0001170032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.00165405,0.00144215,0.2213706,0.0005466519,0.0006295568,0.0001429138,0.06458171,0.6233202,0.08631208],"genre_scores_gemma":[0.03167309,0.001842797,0.2588034,0.001083183,0.0002471966,0.0009014534,0.1407972,0.4561768,0.1084749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4160648,"threshold_uncertainty_score":0.8329127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440277964124178,"score_gpt":0.2663690837886457,"score_spread":0.2519663041474039,"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."}}