{"id":"W3211513930","doi":"10.5281/zenodo.3571470","title":"nipy/nibabel: 3.0.0rc2","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002590924,0.002750209,0.001647818,0.001531921,0.001283304,0.00483981,0.00668299,0.002437275,0.483056],"category_scores_gemma":[0.006179095,0.002697549,0.002123165,0.001429705,0.0008188764,0.007039992,0.005603595,0.005050223,0.6480955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003162601,"about_ca_system_score_gemma":0.002209897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007032041,"about_ca_topic_score_gemma":0.005947321,"domain_scores_codex":[0.9978046,0.0002116453,0.0001068786,0.0004614923,0.001013279,0.0004020113],"domain_scores_gemma":[0.9981149,0.0002354976,0.00008892024,0.000516299,0.0007251218,0.000319316],"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":[0.0003001049,0.00003598206,0.0002264825,0.0002363988,0.00001877243,0.00006327593,0.0000685866,0.0002490281,0.002323918,0.003277122,0.9667568,0.02644348],"study_design_scores_gemma":[0.0001037448,0.00002972757,0.0003607139,0.00008170642,0.000009940902,0.0001245823,0.00002894636,0.001448418,0.004875379,0.003099171,0.9897621,0.00007563999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008273766,0.0005404063,0.04236111,0.0009606289,0.0008846935,0.0001939189,0.0239793,0.8273922,0.1028605],"genre_scores_gemma":[0.008777397,0.0004617712,0.02865295,0.002086119,0.0002366305,0.0005918688,0.07927583,0.7304025,0.149515],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.483056,"threshold_uncertainty_score":0.7373579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00892253880566966,"score_gpt":0.2508844707278496,"score_spread":0.2419619319221799,"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."}}