{"id":"W3208342584","doi":"10.5281/zenodo.4109791","title":"nipy/nibabel: 3.2.0","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; McGill University; SickKids Foundation; Montreal Neurological Institute and Hospital; Université de Sherbrooke; Baycrest Hospital; Ubisoft (Canada)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000204487,0.00009938679,0.000092674,0.0000511614,0.0005472351,0.0002388857,0.0006519242,0.00005991162,0.003473358],"category_scores_gemma":[0.0004323766,0.0001082107,0.00006489802,0.0002552549,0.00008513051,0.000009861161,0.0009142275,0.0001180657,0.002526481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001743942,"about_ca_system_score_gemma":0.00000211064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004039957,"about_ca_topic_score_gemma":1.255176e-7,"domain_scores_codex":[0.9989927,0.0001288232,0.0001465484,0.0003679175,0.0001613396,0.0002026234],"domain_scores_gemma":[0.9991775,0.000002578518,0.00005361389,0.0003550719,0.0002603982,0.0001508214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003259435,0.00003554325,0.000004125699,0.00001403115,0.00003494279,0.000005472766,0.0001225623,0.000008900621,0.519899,0.0001594073,0.4521491,0.02753427],"study_design_scores_gemma":[0.0001680702,0.0002159845,0.00004404845,0.000002953612,0.00001116593,0.00001909605,0.00005864858,0.0001186381,0.125337,0.00002305161,0.8738892,0.000112086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2038154,0.0008927934,0.0949561,0.007557291,0.00006501676,0.001238289,0.0001735576,0.002922533,0.688379],"genre_scores_gemma":[0.9937266,0.0001651578,0.0006921,0.001285848,0.0002708037,2.858391e-8,0.002041036,0.0009302589,0.0008881818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7899112,"threshold_uncertainty_score":0.9982502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394152448985568,"score_gpt":0.2482722828600105,"score_spread":0.2243307583701548,"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."}}