{"id":"W4396494564","doi":"10.18280/ts.410249","title":"Image Super-Resolution Reconstruction in Sports Scenarios and Its Application in Motion Analysis","year":2024,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Advanced Image Processing Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer vision; Computer science; Motion (physics); Artificial intelligence; Resolution (logic); Motion analysis; Image (mathematics); Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004569463,0.0001081131,0.0001303363,0.0006910171,0.00004096344,0.0001274059,0.000145202,0.00004814981,0.00001312726],"category_scores_gemma":[0.00000985955,0.0001136868,0.00003285388,0.001349686,0.00002650795,0.001417515,0.00005164328,0.0001264323,0.000003154364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524158,"about_ca_system_score_gemma":0.00002696362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003286548,"about_ca_topic_score_gemma":0.00005881405,"domain_scores_codex":[0.9988598,0.0000415214,0.0002940904,0.0004433836,0.0001947998,0.0001664162],"domain_scores_gemma":[0.9997231,0.00002110336,0.00004947063,0.000130664,0.0000430922,0.00003254876],"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":[0.00001666692,0.0001339635,0.01513958,0.000150347,0.0000262482,0.000044215,0.001142052,0.001549155,0.1161644,0.005324377,0.00002119269,0.8602878],"study_design_scores_gemma":[0.0001230256,0.00001923442,0.02274123,0.00007139096,0.00001865409,0.00001522677,0.00001701065,0.9692527,0.002487961,0.005090332,0.00004601035,0.0001172093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1574418,0.0002962706,0.841359,0.0003535632,0.00003196119,0.0002269781,0.000001483538,0.0002279485,0.00006099804],"genre_scores_gemma":[0.8814211,0.00004332904,0.1184001,0.00002379639,0.00002169315,0.00006879876,0.000009229731,0.000005650681,0.000006297544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9677036,"threshold_uncertainty_score":0.4636014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739958985871908,"score_gpt":0.2556998816884947,"score_spread":0.2459599227026228,"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."}}