{"id":"W4225819607","doi":"","title":"Cat Recognition Based on Deep Learning","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Neural Network Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Artificial intelligence; Computer science; Deep learning; Psychology","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":[0.000403995,0.0006319282,0.0006061115,0.0009832545,0.0002162319,0.0007277344,0.000632967,0.0007564581,0.002390068],"category_scores_gemma":[0.0007988719,0.000291477,0.0007596971,0.0008193252,0.0003015205,0.0008653051,0.0008627011,0.0008383727,0.00136888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007192132,"about_ca_system_score_gemma":0.0006366944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009656664,"about_ca_topic_score_gemma":0.01585972,"domain_scores_codex":[0.9996902,0.00003753359,0.00001577652,0.000116557,0.00008177257,0.00005823693],"domain_scores_gemma":[0.9996566,0.00006937518,0.00003544851,0.0000783413,0.0001277256,0.00003256341],"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":[0.0003926418,0.0001898974,0.01058075,0.0002246465,0.0002880381,0.0003113455,0.00008862503,0.1426454,0.06193709,0.007364721,0.01444554,0.7615312],"study_design_scores_gemma":[0.000004936029,0.00004612002,0.003369872,0.00001491096,0.0000281632,0.0001313101,0.00001745487,0.9810277,0.009266865,0.003360319,0.002716186,0.00001613142],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2219083,0.002823371,0.7540936,0.0007528496,0.0004365717,0.000146449,0.002312691,0.005046121,0.01247999],"genre_scores_gemma":[0.8414124,0.001167466,0.1327974,0.0003384285,0.000117902,0.00008984625,0.006480013,0.0001574789,0.01743914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009656664,"threshold_uncertainty_score":0.01920092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979876752286917,"score_gpt":0.2376713325342339,"score_spread":0.2178725650113648,"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."}}