{"id":"W6930939198","doi":"10.5281/zenodo.4046787","title":"nipype/pydra: 0.9.1","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Identification (biology); Work (physics); Process (computing); Product (mathematics)","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":[0.004573838,0.003732398,0.002379963,0.002131862,0.001025235,0.005204737,0.007063565,0.003728892,0.351981],"category_scores_gemma":[0.01291622,0.004186856,0.003017657,0.00137391,0.001426014,0.006644662,0.005964472,0.006674211,0.510143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235628,"about_ca_system_score_gemma":0.002538001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367146,"about_ca_topic_score_gemma":0.001844033,"domain_scores_codex":[0.9970998,0.0003935017,0.0002602192,0.0007050244,0.0009284865,0.0006131092],"domain_scores_gemma":[0.9951323,0.001027684,0.0003192937,0.001663404,0.001381409,0.0004757971],"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":[0.0009099346,0.00009861632,0.0008784323,0.0008016751,0.00007987586,0.000135398,0.0001487701,0.000664915,0.004826786,0.006718084,0.9322625,0.05247509],"study_design_scores_gemma":[0.0002889422,0.00007299906,0.0009652727,0.0003260343,0.00004773727,0.0002620939,0.0000482051,0.004601364,0.02595171,0.01036317,0.9568554,0.0002171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005126887,0.0002074435,0.0443425,0.0003396195,0.0004383314,0.0001341862,0.01884324,0.9199177,0.01526435],"genre_scores_gemma":[0.01059837,0.0003993101,0.0388608,0.001253596,0.0001906509,0.0005720299,0.05081595,0.8436074,0.0537019],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.351981,"threshold_uncertainty_score":0.9243205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244611849371314,"score_gpt":0.2211360542649908,"score_spread":0.1966748693278594,"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."}}