{"id":"W6950308438","doi":"10.5281/zenodo.4540927","title":"nipype/pydra: 0.14","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Cryopump; Hash function; Process (computing); Object (grammar)","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":[0.002911969,0.003443166,0.00234554,0.002073386,0.001425542,0.004624625,0.006350688,0.002737214,0.3691197],"category_scores_gemma":[0.009817888,0.003821847,0.003048074,0.001763419,0.00134709,0.005762585,0.007184405,0.005953978,0.4861917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456693,"about_ca_system_score_gemma":0.002757717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005862526,"about_ca_topic_score_gemma":0.004217107,"domain_scores_codex":[0.9978328,0.0002314971,0.000170349,0.0005376359,0.000801575,0.0004260762],"domain_scores_gemma":[0.9966984,0.0006846817,0.0001536619,0.001144267,0.001013301,0.0003057133],"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":[0.0003884159,0.0000710551,0.0008356739,0.0007349285,0.00006619074,0.0001189456,0.0002448921,0.0007255304,0.003933941,0.007339269,0.9375753,0.04796588],"study_design_scores_gemma":[0.0001450383,0.00001706863,0.0008225455,0.0001939632,0.00002689861,0.0001515949,0.00004840088,0.003753825,0.01589273,0.007155657,0.9716634,0.0001289296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006490553,0.0001641384,0.06870741,0.0002733288,0.0003526533,0.0001044735,0.03263697,0.8750124,0.02209961],"genre_scores_gemma":[0.005667532,0.0001791752,0.03402055,0.0005301349,0.00007622429,0.0003592377,0.04379114,0.8797628,0.0356132],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3691197,"threshold_uncertainty_score":0.8998742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180964443314095,"score_gpt":0.20735777229526,"score_spread":0.185548127862119,"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."}}