{"id":"W4313450869","doi":"10.17180/q8ws-cj34","title":"Atouts et besoins en innovations du tournesol pour une agriculture durable.","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montréal InVivo","funders":"","keywords":"Sunflower; Agriculture; Business; Sustainable agriculture; Agricultural economics; Agroforestry; Natural resource economics; Agricultural science; Environmental science; Geography; Economics; Agronomy","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":[],"consensus_categories":[],"category_scores_codex":[0.003019146,0.0004743129,0.0004469487,0.00007282527,0.0005645992,0.0004336104,0.001334913,0.0005623616,0.0007913386],"category_scores_gemma":[0.001273011,0.0002441724,0.0003012613,0.001005561,0.0001229498,0.0002700892,0.001009149,0.0009005141,0.0001222829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115947,"about_ca_system_score_gemma":0.0001258996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804366,"about_ca_topic_score_gemma":0.01340219,"domain_scores_codex":[0.994444,0.003079442,0.0006675787,0.000901209,0.0004716737,0.0004360655],"domain_scores_gemma":[0.9948571,0.00124112,0.0005377479,0.000614659,0.002553743,0.0001956203],"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":[0.00009339677,0.005407509,0.06319443,0.0002577634,0.0005581371,0.00004626417,0.04816523,0.0001775741,0.3230612,0.3240109,0.06412426,0.1709033],"study_design_scores_gemma":[0.001286447,0.000005093137,0.7337013,0.002621267,0.0001746131,0.00007406452,0.002155869,0.002188055,0.09589232,0.03193151,0.1274413,0.002528118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359693,0.000301082,0.005460214,0.06047755,0.0004706483,0.0008178232,0.0002470716,0.0005386932,0.09571766],"genre_scores_gemma":[0.9809684,0.0005624044,0.005823409,0.000520983,0.0001605405,0.0001270901,0.002821567,0.00001046628,0.009005207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6705069,"threshold_uncertainty_score":0.9957061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137109660276327,"score_gpt":0.2195258162071821,"score_spread":0.1981547196044188,"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."}}