{"id":"W3210219276","doi":"10.5281/zenodo.3628482","title":"nipy/nibabel: 3.0.1","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"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":[0.00001155041,0.00007957164,0.00007197298,0.00001063446,0.00002377568,0.00002095889,0.0001830937,0.0000691091,0.04127683],"category_scores_gemma":[0.0004050783,0.00007987686,0.00008081589,0.00007874786,0.000003508383,0.000001937486,0.0001472554,0.00005258662,0.001228731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002900233,"about_ca_system_score_gemma":0.00002033319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001192813,"about_ca_topic_score_gemma":0.000002294051,"domain_scores_codex":[0.9995065,0.00001351002,0.00008105749,0.0002213642,0.00006673796,0.0001108679],"domain_scores_gemma":[0.9996256,0.000003576168,0.00003272711,0.0002085044,0.00005290599,0.00007673602],"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":[0.000003855558,0.000006039698,0.00002759353,0.00001408755,0.00001321581,0.000004864861,0.000008690909,0.000001670944,0.1367752,6.402694e-7,0.8618526,0.001291582],"study_design_scores_gemma":[0.00004807801,0.0000426106,0.00006536699,0.00001440858,0.000003830973,0.000001377086,0.000004127521,0.00004751203,0.3946397,0.000002816256,0.6050557,0.00007437891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07262328,0.01629166,0.001571654,0.01052902,0.00009852875,0.003335025,0.2593403,0.002833738,0.6333768],"genre_scores_gemma":[0.8227352,0.00001925175,0.0006030489,0.006380936,0.0005378472,0.00009079369,0.1683644,0.00004188539,0.001226678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7501119,"threshold_uncertainty_score":0.9995489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335198910226325,"score_gpt":0.2619047780045929,"score_spread":0.2385527889023297,"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."}}