{"id":"W3211288937","doi":"10.5281/zenodo.3757992","title":"nipy/nibabel: 3.1.0","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":[0.00020361,0.00009929579,0.00009254346,0.00005106747,0.0005452231,0.0002381474,0.000651294,0.00005984045,0.003409758],"category_scores_gemma":[0.0004302183,0.0001081212,0.00006439876,0.0002562986,0.00008496115,0.000009846751,0.0009129622,0.0001179929,0.002564816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000173667,"about_ca_system_score_gemma":0.000002129624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003904212,"about_ca_topic_score_gemma":1.229403e-7,"domain_scores_codex":[0.9989939,0.0001285335,0.0001463683,0.0003676327,0.0001611516,0.0002023601],"domain_scores_gemma":[0.9991786,0.000002571526,0.0000535654,0.0003547236,0.0002597864,0.0001506914],"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":[0.00003221479,0.00003593101,0.000003931755,0.00001369583,0.00003433153,0.000005361385,0.0001183304,0.000008503063,0.5202869,0.0001560474,0.4533088,0.02599601],"study_design_scores_gemma":[0.0001719687,0.0002160703,0.00004103806,0.000002947846,0.00001116232,0.00001893471,0.00005788063,0.0001185494,0.1249457,0.00002230925,0.8742815,0.0001119586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2042858,0.0009019732,0.0952656,0.007573036,0.00006523088,0.001244779,0.0001777082,0.002933003,0.6875529],"genre_scores_gemma":[0.993695,0.0001676227,0.0006840244,0.001281655,0.0002698993,2.863776e-8,0.002081303,0.0009311804,0.000889288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7894092,"threshold_uncertainty_score":0.9982118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394268574995921,"score_gpt":0.248251232624752,"score_spread":0.2243085468747928,"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."}}