{"id":"W4295270936","doi":"","title":"Légumes : un sol vivant pour produire demain","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007205238,0.001455019,0.000768283,0.0007727009,0.001246172,0.001979807,0.0006710383,0.001305642,0.005538822],"category_scores_gemma":[0.0004412409,0.0004258622,0.0009553482,0.0005308077,0.0006592696,0.0008774415,0.00102596,0.001496851,0.001645818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080934,"about_ca_system_score_gemma":0.0007767791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746149,"about_ca_topic_score_gemma":0.004266678,"domain_scores_codex":[0.9995371,0.0001199676,0.00001878189,0.0001307943,0.0001180209,0.0000753275],"domain_scores_gemma":[0.99976,0.00005798478,0.00002722027,0.00002574608,0.00004699142,0.00008211761],"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":[0.0005791563,0.0000904182,0.0002844602,0.0002899246,0.00004723772,0.0002793823,0.000241983,0.0001728978,0.9769504,0.0009338332,0.0004387298,0.01969159],"study_design_scores_gemma":[0.0001798908,0.001989049,0.004894128,0.0001766614,0.0003311201,0.001619805,0.0007670392,0.001532029,0.814157,0.002319117,0.171959,0.00007520979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8719301,0.04320578,0.04642582,0.002982996,0.001409136,0.0002846162,0.001583232,0.00123016,0.03094812],"genre_scores_gemma":[0.9000791,0.008950595,0.03995631,0.00127956,0.000255408,0.0001375096,0.001566799,0.0006087297,0.04716623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005538822,"threshold_uncertainty_score":0.01852918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626962431768271,"score_gpt":0.2251372810494034,"score_spread":0.2088676567317208,"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."}}