{"id":"W3209896292","doi":"10.5281/zenodo.3668316","title":"nipy/nipype: 1.4.2","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Concordia University; Western University; Holland Bloorview Kids Rehabilitation Hospital; Centre for Addiction and Mental Health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002902933,0.002458578,0.001445377,0.001734008,0.0008787124,0.003268098,0.004274564,0.002350661,0.3280962],"category_scores_gemma":[0.01076441,0.003298762,0.002093252,0.001005473,0.0008273149,0.004918644,0.004200093,0.004316052,0.4523314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405292,"about_ca_system_score_gemma":0.001346936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942709,"about_ca_topic_score_gemma":0.002120243,"domain_scores_codex":[0.9980158,0.0001774717,0.0001348419,0.0004755691,0.0008814292,0.0003149497],"domain_scores_gemma":[0.9958923,0.0006903614,0.0002606227,0.001516918,0.001286272,0.000353451],"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":[0.0004428695,0.00005914659,0.001059534,0.0004253958,0.00003772509,0.0001129792,0.0001174314,0.0003170438,0.005535686,0.00220841,0.9514981,0.03818576],"study_design_scores_gemma":[0.0001913805,0.00006982629,0.002797692,0.0001694188,0.00003767205,0.0004430122,0.00003486688,0.00193403,0.01461772,0.003340683,0.9762223,0.0001414328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001128839,0.0002750248,0.03878226,0.0004815922,0.0005032142,0.0001678916,0.03112908,0.9043525,0.02317975],"genre_scores_gemma":[0.01081431,0.0003460971,0.02945012,0.001119452,0.0002092559,0.0004706187,0.0816229,0.8075588,0.0684085],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3280962,"threshold_uncertainty_score":0.9583893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617601483836994,"score_gpt":0.2617786301044993,"score_spread":0.2356026152661294,"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."}}