{"id":"W4387295599","doi":"10.5281/zenodo.8333102","title":"Segzoo","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001976672,0.001776289,0.001293066,0.003494203,0.00205586,0.005723706,0.002103085,0.001336566,0.3798851],"category_scores_gemma":[0.007789649,0.0009197614,0.001303138,0.003543755,0.0007323525,0.003539552,0.004648941,0.001950142,0.3414789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204124,"about_ca_system_score_gemma":0.002367701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861646,"about_ca_topic_score_gemma":0.006949611,"domain_scores_codex":[0.998512,0.0002402418,0.0001248296,0.0004294347,0.000504113,0.0001893264],"domain_scores_gemma":[0.996834,0.0003922291,0.0001961395,0.0009319276,0.001320838,0.0003248303],"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":[0.0005633353,0.00002364812,0.0008548315,0.001075799,0.00005195697,0.000278301,0.0005192034,0.00025838,0.005472591,0.01030163,0.8270633,0.1535372],"study_design_scores_gemma":[0.00001674725,0.000007786753,0.0003931697,0.00008668912,0.0000140237,0.0001082802,0.00006575329,0.0001199178,0.001129675,0.00187871,0.9961638,0.00001536217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.009281158,0.01138262,0.1005955,0.01054498,0.01658359,0.0004934495,0.2256363,0.1559773,0.4695052],"genre_scores_gemma":[0.0464237,0.008562831,0.09812665,0.004564287,0.002822961,0.000871092,0.2503944,0.1222086,0.4660255],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3798851,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999207745251342,"score_gpt":0.2436900608630076,"score_spread":0.2136979834104942,"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."}}