{"id":"W4288411778","doi":"","title":"Imagerie médicale, pour une mesure précise et non invasive chez le poulet de chair parental Cobb500","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hendrix Genetics (Canada)","funders":"","keywords":"Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006601428,0.0007619199,0.0007836861,0.00008158289,0.0007878523,0.0007122051,0.002312151,0.0006628227,0.001771707],"category_scores_gemma":[0.0009489047,0.0005043405,0.0005563925,0.0007275404,0.0006116642,0.0003530864,0.00256584,0.001146065,0.0006460542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530921,"about_ca_system_score_gemma":0.0005943606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263633,"about_ca_topic_score_gemma":0.00483573,"domain_scores_codex":[0.9876119,0.00839991,0.0008573596,0.001465486,0.0007098555,0.0009554428],"domain_scores_gemma":[0.9938837,0.002291862,0.0008616821,0.00114579,0.001277202,0.0005398123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002842042,0.009644335,0.2057969,0.001600198,0.001001481,0.0001634391,0.03736107,0.001961961,0.1944817,0.3407207,0.102912,0.1040721],"study_design_scores_gemma":[0.002755645,0.00001915317,0.6866882,0.006393583,0.0003437022,0.00008570338,0.004590815,0.009359912,0.08536151,0.01984697,0.181571,0.002983782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6595901,0.001913079,0.00948902,0.1957788,0.0007503448,0.001934796,0.0005474028,0.0002838422,0.1297126],"genre_scores_gemma":[0.8941763,0.002741353,0.005491845,0.001131001,0.0001581985,0.0001547132,0.002040462,0.00002286102,0.09408324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4808913,"threshold_uncertainty_score":0.9997408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152348460982719,"score_gpt":0.2278374850386481,"score_spread":0.2126026389403762,"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."}}