{"id":"W7042630167","doi":"","title":"Poster: Comparison of two global digital algorithms for Minkowski tensor estimation","year":2016,"lang":"en","type":"article","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dimension (graph theory); Tensor (intrinsic definition); Minkowski space; Stability (learning theory)","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":[],"consensus_categories":[],"category_scores_codex":[0.002457585,0.001324962,0.0007003626,0.002651208,0.0005683042,0.002909376,0.001049411,0.00113478,0.01557464],"category_scores_gemma":[0.007102008,0.0003420067,0.0009452101,0.002098603,0.0005542014,0.002634024,0.002024669,0.0009050063,0.004160054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224476,"about_ca_system_score_gemma":0.0009542924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666543,"about_ca_topic_score_gemma":0.00325512,"domain_scores_codex":[0.9990177,0.0002082439,0.00007039693,0.0002240835,0.0003612966,0.0001182227],"domain_scores_gemma":[0.996865,0.0008423341,0.0001607734,0.0008448168,0.001068893,0.0002181231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002338346,0.0001760484,0.004826057,0.0003753428,0.0002393806,0.00006808917,0.0001316678,0.04458497,0.01808977,0.00813238,0.01174417,0.9092937],"study_design_scores_gemma":[0.0003649096,0.0009102366,0.02505141,0.0001456249,0.0002977356,0.0009648394,0.0006615059,0.8328204,0.08377963,0.01738383,0.03742852,0.0001913747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07337775,0.001936777,0.9019088,0.0008279063,0.001193262,0.0002237706,0.001708195,0.005430682,0.01339283],"genre_scores_gemma":[0.2917164,0.001276709,0.6872994,0.0002675747,0.0003020547,0.0001416456,0.004511453,0.001672469,0.0128122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01557464,"threshold_uncertainty_score":0.05210233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04331025018176483,"score_gpt":0.2927236944388253,"score_spread":0.2494134442570605,"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."}}