{"id":"W6930110255","doi":"10.5281/zenodo.11510178","title":"Superficial White Matter","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Geodesic; Laplace operator; White matter; Laplace transform; Image warping; Diagonal; Surface (topology)","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":[0.0001134253,0.0002178605,0.0001683037,0.0003313384,0.0002677243,0.0004791462,0.0005497856,0.0001166338,0.1290015],"category_scores_gemma":[0.00002435485,0.0002395992,0.00005566435,0.0003016885,0.00006983897,0.00009346802,0.0004033994,0.0004344255,0.1658448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008841133,"about_ca_system_score_gemma":9.646018e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003430072,"about_ca_topic_score_gemma":3.012134e-7,"domain_scores_codex":[0.9989247,0.00004852336,0.0001610043,0.0003194958,0.0002097463,0.0003365151],"domain_scores_gemma":[0.9994518,0.000003328242,0.00002588878,0.0003624331,0.00005608508,0.0001004498],"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":[0.000003232053,0.00001088617,6.970359e-7,0.0002703762,0.00005011106,0.00002078015,0.0002695002,0.0001231918,0.0001769322,0.0004409285,0.9871043,0.01152906],"study_design_scores_gemma":[0.0001036456,0.00001726855,0.00001149161,0.0001428132,0.0000202105,0.00004877566,0.00008020436,0.0002600282,0.00003632035,0.0001319944,0.9988895,0.0002577198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002151515,0.0008112364,0.006517533,0.000123569,0.0004353949,0.0002073724,0.000327645,0.0041163,0.9874395],"genre_scores_gemma":[0.00970633,0.0003732783,0.0005755135,0.0002027315,0.001595201,7.900097e-8,0.002107576,0.04367486,0.9417644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04567501,"threshold_uncertainty_score":0.9770573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383654553670765,"score_gpt":0.2175603119912087,"score_spread":0.203723766454501,"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."}}