{"id":"W6930875857","doi":"10.5281/zenodo.4003066","title":"chakravala/Grassmann.jl v0.6.0","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Fusible alloy","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":[0.002197471,0.004915585,0.001972355,0.003012893,0.001029528,0.005566793,0.007876408,0.003107593,0.3709159],"category_scores_gemma":[0.006817243,0.004003905,0.002358648,0.002638169,0.001608503,0.00416914,0.005336914,0.004374172,0.432984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336189,"about_ca_system_score_gemma":0.002136927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003647,"about_ca_topic_score_gemma":0.00745071,"domain_scores_codex":[0.9977146,0.0002504018,0.000173273,0.0004767179,0.001004105,0.0003808957],"domain_scores_gemma":[0.9971496,0.0006407718,0.0001874697,0.001098065,0.0006972101,0.0002268488],"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":[0.000375312,0.00005260715,0.0004233044,0.0008457447,0.0000794076,0.0001531093,0.0001631523,0.001837198,0.005798548,0.01235708,0.9035925,0.07432194],"study_design_scores_gemma":[0.0001901345,0.00006279863,0.000503287,0.0002152169,0.00003980472,0.0003278132,0.00005275205,0.01134697,0.02388137,0.01536177,0.9478759,0.0001421251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005447913,0.0003281668,0.0847603,0.0002652876,0.0002796536,0.0001136579,0.01564588,0.8723688,0.02569339],"genre_scores_gemma":[0.01585646,0.0006109202,0.06820501,0.0008775372,0.0001964882,0.00048235,0.06053509,0.7895946,0.06364151],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3709159,"threshold_uncertainty_score":0.8973121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451991039160572,"score_gpt":0.2618134048982894,"score_spread":0.2272934945066837,"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."}}