{"id":"W6986146631","doi":"","title":"Objectif Numérique S01 E34 Adieu, Photos Floues et Sony A58","year":2013,"lang":"fr","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pixel; Reflection (computer programming)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005332441,0.0008769622,0.0007807633,0.0001060408,0.0001601258,0.000188385,0.0007736965,0.001482532,0.4588355],"category_scores_gemma":[0.000633625,0.0008872397,0.0004345134,0.00001570969,0.0003706487,2.012661e-7,0.0003927216,0.0008619178,0.03212158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007888811,"about_ca_system_score_gemma":0.0001700726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004341632,"about_ca_topic_score_gemma":0.002303812,"domain_scores_codex":[0.9965513,0.0003004853,0.00144517,0.000435296,0.0005274628,0.0007402574],"domain_scores_gemma":[0.9968166,0.0001338719,0.001347009,0.0009430516,0.0004567339,0.000302699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000124396,0.0001135527,0.00004280059,0.001459687,0.0002787189,0.00000969676,0.0007046589,0.00186441,0.00006336586,0.0002217561,0.9909161,0.004200845],"study_design_scores_gemma":[0.0008678889,0.0006643705,0.0000528349,0.0004246204,0.00007204169,0.0002660033,0.000390984,0.0007577725,0.0007285597,0.00000999243,0.9948477,0.0009171881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001803938,0.001154914,0.00001985426,0.0005148256,0.0007606093,0.001103949,0.0002236078,0.00009715536,0.9943212],"genre_scores_gemma":[0.006045984,0.001580264,0.005824576,0.001537598,0.0004392856,0.0000693645,0.001077407,0.0001901391,0.9832354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.426714,"threshold_uncertainty_score":0.9998137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003579625525306051,"score_gpt":0.1922842197534285,"score_spread":0.1887045942281225,"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."}}