{"id":"W3100592444","doi":"10.4000/vertigo.28393","title":"La dynamique d’enfrichement, ses expressions paysagères et ses significations : le cas du Beaujolais viticole","year":2020,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007436554,0.0003037022,0.0003028587,0.001211038,0.002691506,0.004548721,0.0004801521,0.0005830703,0.006879772],"category_scores_gemma":[0.002102931,0.000250391,0.0002878494,0.001939328,0.005120079,0.001953285,0.002104118,0.001041378,0.0004134631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005477734,"about_ca_system_score_gemma":0.002139947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09328825,"about_ca_topic_score_gemma":0.1192054,"domain_scores_codex":[0.9993117,0.0001693616,0.00002079524,0.0002021931,0.0001590574,0.0001368529],"domain_scores_gemma":[0.9989605,0.0005724226,0.0001108153,0.0001150617,0.0001677129,0.00007350987],"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":[0.0003174496,0.00002686974,0.06314642,0.0004562376,0.00004734649,0.002243208,0.2671897,0.002296142,0.02400684,0.5595993,0.002671466,0.07799903],"study_design_scores_gemma":[0.00004204194,0.0001307438,0.3088428,0.0006214388,0.0001158526,0.001769193,0.252569,0.0077292,0.01075348,0.07170124,0.3455332,0.0001918696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673707,0.0009596115,0.01346341,0.001019177,0.00004736762,0.0000549854,0.0004752496,0.0001347738,0.1164747],"genre_scores_gemma":[0.98132,0.0002011516,0.003124543,0.00003387866,0.000008007523,0.00002179304,0.0001060002,0.00007044763,0.01511412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09328825,"threshold_uncertainty_score":0.1854905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626454168860031,"score_gpt":0.2794631036467327,"score_spread":0.2431985619581324,"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."}}