{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002303182,0.0003801279,0.0003451346,0.0002104078,0.0005499138,0.0007679163,0.002079407,0.0002818263,0.0001002416],"category_scores_gemma":[0.001262068,0.0004427756,0.0002337325,0.0007219113,0.0001215548,0.0002143896,0.001699057,0.001011804,0.0001184596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996827,"about_ca_system_score_gemma":0.0002548838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535462,"about_ca_topic_score_gemma":0.0004523979,"domain_scores_codex":[0.9926569,0.004578043,0.0004857921,0.001329463,0.0005304204,0.0004193069],"domain_scores_gemma":[0.9920425,0.002228327,0.0005508958,0.003080804,0.001883824,0.0002136764],"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":[0.00001234255,0.001076059,0.0005116374,0.0001792737,0.00006226187,0.00002994598,0.004991383,0.03614813,0.002858371,0.0501347,0.0006131446,0.9033827],"study_design_scores_gemma":[0.0003919073,7.754301e-7,0.001043196,0.001443848,0.00002521654,0.00001015282,0.00004586187,0.9518325,0.02910562,0.008294369,0.00714006,0.0006665406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01160478,0.0003003263,0.9478195,0.009593466,0.0002467569,0.0004350092,0.000009340017,0.0006752391,0.02931556],"genre_scores_gemma":[0.5153639,0.0003663409,0.4803766,0.0004929852,0.00004002645,0.0002668195,0.0008615662,0.0000551438,0.002176638],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9156843,"threshold_uncertainty_score":0.9998024,"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."}}