{"id":"W6931626077","doi":"10.5281/zenodo.6569567","title":"SchlossLab/mikropml: mikropml 1.3.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Metalloenzymes and iron-sulfur proteins","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Documentation; Function (biology); Test (biology); Minor (academic); Permutation (music)","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":[0.004356113,0.00598764,0.003847142,0.004311522,0.001667501,0.005615767,0.009889132,0.00346329,0.4457024],"category_scores_gemma":[0.01622089,0.005063761,0.004367185,0.002588645,0.001197044,0.005765984,0.005816829,0.006204958,0.4524314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556656,"about_ca_system_score_gemma":0.002175154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003655976,"about_ca_topic_score_gemma":0.005219207,"domain_scores_codex":[0.9969331,0.0005706211,0.0002426099,0.0009120412,0.00101976,0.0003218099],"domain_scores_gemma":[0.9955958,0.002025677,0.0003593044,0.001103508,0.0005948583,0.0003209999],"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":[0.0001787197,0.00003749413,0.0005974664,0.001379567,0.0001783369,0.0001171987,0.0001262541,0.001643596,0.001642778,0.002610384,0.9677398,0.02374839],"study_design_scores_gemma":[0.0003628985,0.000088865,0.001567213,0.0004360537,0.0001505676,0.0005240938,0.00007202123,0.01265158,0.01418425,0.02149114,0.9481235,0.0003478376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007873183,0.0005376953,0.06304243,0.0004806558,0.0004129259,0.0001156682,0.128509,0.7973325,0.008781713],"genre_scores_gemma":[0.00597907,0.0003032642,0.04637552,0.0008291188,0.0001042751,0.000569216,0.1497121,0.7848889,0.01123854],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4457024,"threshold_uncertainty_score":0.7906382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891249807939971,"score_gpt":0.2299413413025283,"score_spread":0.2010288432231286,"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."}}