{"id":"W2112621043","doi":"10.1007/978-3-642-02498-6_51","title":"Oriented Morphometry of Folds on Surfaces","year":2009,"lang":"en","type":"article","venue":"Lecture notes in computer science","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Computer science; Artificial intelligence; Computer graphics (images)","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":[0.000207851,0.000340879,0.000307243,0.001373198,0.0003847215,0.001417841,0.0003978331,0.0005199577,0.002242849],"category_scores_gemma":[0.0009871785,0.0003029217,0.0003220313,0.0005610532,0.001043964,0.001108584,0.0009219917,0.0005952209,0.0003498616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400941,"about_ca_system_score_gemma":0.0001967799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004567816,"about_ca_topic_score_gemma":0.0004001742,"domain_scores_codex":[0.9998474,0.00002815383,0.00001061299,0.00003872141,0.00005472449,0.0000203355],"domain_scores_gemma":[0.9996382,0.00007160105,0.00006604633,0.00007649747,0.00008852451,0.00005913539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003224744,0.00008438875,0.01169881,0.0002343953,0.00005244036,0.0008637412,0.001661095,0.0333517,0.1819456,0.5207765,0.002264949,0.2467439],"study_design_scores_gemma":[0.00003730328,0.0002914725,0.04208435,0.00009610944,0.0000593928,0.003187475,0.001984907,0.2926275,0.03915933,0.6021218,0.01825982,0.00009053876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7646666,0.0004054474,0.2220743,0.0002533342,0.0001217191,0.00005315245,0.0001695236,0.0002847512,0.01197128],"genre_scores_gemma":[0.972869,0.0002506081,0.0234491,0.00002754698,0.0000342466,0.00001309869,0.0001008379,0.00009505753,0.003160534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002242849,"threshold_uncertainty_score":0.007503152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767357696830822,"score_gpt":0.2972746071127129,"score_spread":0.2696010301444046,"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."}}