{"id":"W6930002181","doi":"10.5281/zenodo.10413399","title":"bird-house/finch: v0.11.4","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal; Ouranos","funders":"","keywords":"Troubleshooting; Work (physics); 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":[],"consensus_categories":[],"category_scores_codex":[0.002277019,0.00339359,0.001413273,0.001820131,0.001069627,0.002487173,0.00494973,0.002371399,0.1880962],"category_scores_gemma":[0.006913699,0.002442317,0.001922843,0.001144351,0.00110788,0.003712777,0.003226881,0.003402465,0.2295784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263584,"about_ca_system_score_gemma":0.001156129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006806049,"about_ca_topic_score_gemma":0.009304539,"domain_scores_codex":[0.9988402,0.0001264975,0.00007514845,0.000441977,0.0003210306,0.0001953024],"domain_scores_gemma":[0.9983241,0.0004120206,0.00008331831,0.0006294573,0.0003554874,0.0001956768],"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":[0.0006607607,0.00004310645,0.001835938,0.00052538,0.0001058625,0.0001599172,0.000156226,0.000921922,0.005073135,0.004108812,0.9508203,0.03558866],"study_design_scores_gemma":[0.0005719192,0.0001394848,0.00314304,0.0001831621,0.00009317858,0.0004113883,0.00006074184,0.01416541,0.03321357,0.01179576,0.9359683,0.0002540758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001494312,0.0002397481,0.03315254,0.0001555112,0.0003580211,0.00007807391,0.02185633,0.9281169,0.01454855],"genre_scores_gemma":[0.02632834,0.000225552,0.0479626,0.0006012665,0.0001666806,0.0002992184,0.1123453,0.7750053,0.03706573],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1880962,"threshold_uncertainty_score":0.6292443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062608323105211,"score_gpt":0.2291467477625785,"score_spread":0.2085206645315264,"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."}}