{"id":"W7078725835","doi":"10.57745/esla4p","title":"Données zootechniques de veaux laitiers non destinés au renouvellement","year":2025,"lang":"fr","type":"dataset","venue":"Recherche Data Gouv France","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Valorisation; ROUGE; Economic analysis; Animal production","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004429501,0.001362584,0.001527378,0.004682023,0.002389144,0.003967997,0.001135574,0.00144761,0.01029019],"category_scores_gemma":[0.005260645,0.0006683175,0.001422348,0.00479357,0.001178771,0.001363258,0.001863349,0.001627174,0.005604828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672016,"about_ca_system_score_gemma":0.003552497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0457942,"about_ca_topic_score_gemma":0.1165621,"domain_scores_codex":[0.9932052,0.000736383,0.0005431978,0.001543373,0.003420382,0.0005513832],"domain_scores_gemma":[0.9939479,0.001632513,0.0006201879,0.000539046,0.002994133,0.0002662569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00180027,0.0003744448,0.2139427,0.01191124,0.0009462005,0.003317063,0.01448207,0.002069166,0.4278569,0.001796114,0.02323092,0.298273],"study_design_scores_gemma":[0.00004088443,0.0006669963,0.4093065,0.003220989,0.0006941719,0.002194225,0.008453789,0.0009914899,0.07559098,0.001049321,0.4975411,0.0002496569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6374906,0.04737584,0.05919311,0.002635566,0.001316829,0.002016532,0.1594629,0.002129859,0.08837873],"genre_scores_gemma":[0.5534909,0.02926456,0.1596178,0.00245059,0.0002117487,0.002649552,0.1502292,0.001520258,0.1005655],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9897098,"threshold_uncertainty_score":0.09105527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2051746308761124,"score_gpt":0.3635993745734195,"score_spread":0.1584247436973071,"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."}}