{"id":"W4403667991","doi":"10.18280/isi.290506","title":"Sick and Dead Chicken Detection System Based on YOLO Algorithm","year":2024,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Advanced Algorithms and Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Algorithm; Artificial intelligence","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":[0.0001148576,0.0001514143,0.0001167375,0.0002004683,0.0001534234,0.0002108402,0.00005732016,0.00008541077,0.000005543386],"category_scores_gemma":[0.00001190336,0.000144778,0.00003592686,0.0002980558,0.00003851293,0.0009825572,0.00001116445,0.0001406859,0.000132255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768994,"about_ca_system_score_gemma":0.00001459197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001439499,"about_ca_topic_score_gemma":0.000002826284,"domain_scores_codex":[0.9993078,0.000009752339,0.00027727,0.0001007356,0.0001302541,0.0001741957],"domain_scores_gemma":[0.9996745,0.00004743514,0.00003213185,0.0001422076,0.00004388371,0.00005984153],"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":[0.000003130838,0.00000378795,0.000005934539,0.0007640449,0.00001952832,0.000001813085,0.000548758,0.03776313,0.0002891928,0.001825298,0.00008321489,0.9586921],"study_design_scores_gemma":[0.0001223304,0.00003854603,0.0003167529,0.0002502534,0.00001300729,0.00002652504,0.0003272287,0.9835922,0.003230144,0.0004790292,0.01143638,0.000167625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01290863,0.0002304944,0.978151,0.00001789606,0.0005060322,0.0002851579,0.00005699811,0.001429884,0.006413935],"genre_scores_gemma":[0.9897865,0.00002467922,0.009775195,0.00002761666,0.0001287665,0.0001544153,0.0000614708,0.00002297421,0.00001838022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9768779,"threshold_uncertainty_score":0.5903875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005911007274347639,"score_gpt":0.2035333066802734,"score_spread":0.1976222994059257,"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."}}