{"id":"W4400591674","doi":"10.20870/productions-animales.2024.37.2.7398","title":"Quels défis au développement de la production porcine en agriculture biologique en France ?","year":2024,"lang":"fr","type":"article","venue":"INRAE productions animales","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","keywords":"Humanities; Political science; Combinatorics; Mathematics; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002149272,0.0004687315,0.0003498638,0.00008420554,0.0007654955,0.0003625317,0.0004283887,0.000615849,0.001059867],"category_scores_gemma":[0.0005174453,0.0001923847,0.0002129047,0.001738387,0.0004735776,0.0005440058,0.0002117826,0.001002425,0.0005555221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007164563,"about_ca_system_score_gemma":0.0002639948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079053,"about_ca_topic_score_gemma":0.0003760346,"domain_scores_codex":[0.9960132,0.00104752,0.0005335269,0.001140019,0.0003931398,0.0008726168],"domain_scores_gemma":[0.9988653,0.0004110674,0.00009393616,0.0001458605,0.0002689212,0.0002149064],"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":[0.0000514478,0.0005540085,0.01547269,0.0004576483,0.0002793181,0.00009740739,0.003659016,0.0001570231,0.5622188,0.01885323,0.2170503,0.1811491],"study_design_scores_gemma":[0.0000547726,0.0002907347,0.2591476,0.0004503581,0.00005580271,0.0005084109,0.001536458,0.00001098518,0.01916962,0.002845031,0.7155058,0.0004243097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4108417,0.04321815,0.00009995242,0.5390365,0.003121954,0.001030086,0.0001206207,0.000408499,0.002122623],"genre_scores_gemma":[0.7664999,0.03684308,0.002177446,0.0001329994,0.0124935,0.0002533631,0.0002980609,0.00001066186,0.1812909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5430492,"threshold_uncertainty_score":0.9998533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237445064553173,"score_gpt":0.2780199490060599,"score_spread":0.2656454983605282,"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."}}