{"id":"W4406123785","doi":"","title":"A functional data approach for statistical shape analysis","year":2024,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Artificial intelligence; Data mining","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":[0.004899381,0.000816853,0.001257125,0.003956832,0.00099272,0.002458553,0.002469984,0.001500693,0.006151035],"category_scores_gemma":[0.0134632,0.0006493868,0.002697395,0.003268102,0.002250352,0.00192292,0.003155833,0.002330906,0.00159961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076335,"about_ca_system_score_gemma":0.00128442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238853,"about_ca_topic_score_gemma":0.002023309,"domain_scores_codex":[0.9978205,0.0009271713,0.0001979311,0.0003802013,0.0005872609,0.00008700944],"domain_scores_gemma":[0.9918051,0.004658504,0.0003731195,0.001567854,0.001324351,0.0002711409],"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":[0.00009449198,0.00007781947,0.001888362,0.0003164891,0.000217455,0.0002418784,0.0003221863,0.06312086,0.01105493,0.5726241,0.005466633,0.3445748],"study_design_scores_gemma":[0.00001398211,0.00006422872,0.0008370939,0.00004660203,0.00004808275,0.0003480457,0.00007525444,0.5931582,0.002085518,0.3916392,0.01165133,0.00003239024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005117612,0.00004654462,0.9989083,0.00009598053,0.00001354593,0.000009791162,0.00006562661,0.0000983929,0.0002501419],"genre_scores_gemma":[0.06652916,0.0003783517,0.9286577,0.0002256191,0.0002035618,0.000273554,0.0007285485,0.0003929793,0.00261049],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006151035,"threshold_uncertainty_score":0.02591074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07591782289954362,"score_gpt":0.3003814153515816,"score_spread":0.224463592452038,"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."}}