{"id":"W4221144222","doi":"","title":"Consommer autrement : Approche distanciée et participative","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Computer science","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":[0.04081617,0.001953473,0.001430487,0.002878317,0.00754226,0.01399981,0.005295989,0.007573937,0.0234894],"category_scores_gemma":[0.07170191,0.001115022,0.001557632,0.004161313,0.007909099,0.0297984,0.01729661,0.007752668,0.006619659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004049496,"about_ca_system_score_gemma":0.007548434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003071437,"about_ca_topic_score_gemma":0.005282534,"domain_scores_codex":[0.9330699,0.041975,0.001841932,0.009090992,0.01151783,0.002504366],"domain_scores_gemma":[0.9268507,0.03977656,0.003133921,0.01743108,0.01009384,0.002713876],"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":[0.0001968651,0.0002984335,0.003207439,0.0005474918,0.00008868238,0.0002569565,0.01494155,0.005147081,0.002268169,0.787996,0.008970332,0.1760811],"study_design_scores_gemma":[0.0001275754,0.0002218797,0.001463291,0.0006407406,0.0001156089,0.0003496953,0.009886568,0.02322009,0.00251859,0.7977555,0.1636279,0.00007257988],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03641199,0.001112746,0.7499857,0.02159485,0.0007705998,0.0005988057,0.0001672539,0.001065793,0.1882923],"genre_scores_gemma":[0.6872209,0.0007026615,0.2454934,0.003040643,0.0004697945,0.001085927,0.0003806406,0.0005976901,0.06100842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04081617,"threshold_uncertainty_score":0.2158591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04359189687019353,"score_gpt":0.3057672970169722,"score_spread":0.2621754001467786,"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."}}