{"id":"W4323921925","doi":"","title":"Changement climatique : des vignerons en quête d’une viticulture durable","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Viticulture; Environmental science; Physics; Wine","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":[0.002609446,0.0006605844,0.000671093,0.001674653,0.006091312,0.008160883,0.0007882625,0.003231031,0.01665766],"category_scores_gemma":[0.005836504,0.0003375027,0.0007310862,0.002895697,0.005643768,0.005897288,0.002582435,0.005688364,0.001088198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01413799,"about_ca_system_score_gemma":0.005447657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09809833,"about_ca_topic_score_gemma":0.09960154,"domain_scores_codex":[0.9978661,0.0008704492,0.00007820993,0.0003968699,0.000403141,0.0003852711],"domain_scores_gemma":[0.9983643,0.0007019875,0.0001619173,0.0001546447,0.0003505288,0.0002667168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000466769,0.0002020837,0.01473366,0.0008802375,0.0001437325,0.00441517,0.1183198,0.002977027,0.003175163,0.6627716,0.04558465,0.1463302],"study_design_scores_gemma":[0.00002514116,0.00005550404,0.03277097,0.0003894324,0.00001795456,0.0009298674,0.02359833,0.000583834,0.000624157,0.01571876,0.9252338,0.00005216628],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.366833,0.05929499,0.01310784,0.1927436,0.005604837,0.00008579121,0.001351275,0.0002828584,0.3606959],"genre_scores_gemma":[0.8924035,0.01215142,0.002506202,0.002274517,0.001382362,0.00005466182,0.0003095427,0.0001844089,0.08873348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09809833,"threshold_uncertainty_score":0.1950547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707780339585948,"score_gpt":0.2546858793805087,"score_spread":0.2176080759846493,"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."}}