{"id":"W6931454847","doi":"10.5281/zenodo.7679525","title":"nipype/pydra: 0.22","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Disk formatting; Python (programming language); Troubleshooting; Software; User interface","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":[0.004226252,0.004880827,0.002205611,0.002406666,0.001757393,0.006878864,0.009493189,0.004444941,0.5282694],"category_scores_gemma":[0.01863303,0.004958004,0.003326632,0.001695814,0.00170003,0.009501335,0.0102177,0.00700427,0.6681839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003461903,"about_ca_system_score_gemma":0.003319967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008265877,"about_ca_topic_score_gemma":0.005605299,"domain_scores_codex":[0.9952702,0.0006260654,0.0004046994,0.001117638,0.00175663,0.0008247801],"domain_scores_gemma":[0.990864,0.001333669,0.0003729009,0.003321346,0.003248612,0.0008594062],"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":[0.0003392553,0.00004277284,0.0003950324,0.0005311166,0.00003199898,0.00008312982,0.0001204832,0.0002755843,0.001435875,0.00205151,0.9677134,0.02697994],"study_design_scores_gemma":[0.0001475295,0.00003158977,0.0006791874,0.0001721408,0.00002322137,0.0001951288,0.00005099772,0.001314292,0.007541289,0.003570706,0.9861394,0.0001344983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0003600961,0.0002075172,0.02610347,0.0005105374,0.000685082,0.0001874509,0.02967251,0.920643,0.02163028],"genre_scores_gemma":[0.005491714,0.000289283,0.01950171,0.001550463,0.0002058722,0.0004886857,0.08439063,0.8371598,0.05092189],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5282694,"threshold_uncertainty_score":0.6728665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914606222563772,"score_gpt":0.2691947693838743,"score_spread":0.2300487071582366,"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."}}