{"id":"W3004895319","doi":"10.3917/agora.084.0023","title":"Gestion des consommations, gestion de l’information","year":2020,"lang":"fr","type":"article","venue":"Agora débats/jeunesses","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"","keywords":"Political science; Humanities; Philosophy","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":[0.004517431,0.000377932,0.0002840572,0.001597352,0.006617634,0.007168118,0.0006176623,0.001333115,0.007567889],"category_scores_gemma":[0.01624824,0.0002915073,0.000285002,0.001247178,0.01529459,0.005852607,0.00470646,0.00240001,0.0008393259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205508,"about_ca_system_score_gemma":0.003907124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264176,"about_ca_topic_score_gemma":0.01229326,"domain_scores_codex":[0.9942827,0.003092031,0.0002289587,0.0004980681,0.001347761,0.0005504878],"domain_scores_gemma":[0.9859847,0.007745918,0.002466023,0.001463048,0.001446487,0.000893859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006500063,0.00004407089,0.01805698,0.0001443386,0.00003036375,0.0008842159,0.481825,0.0001557585,0.001406633,0.4416718,0.002749976,0.0529658],"study_design_scores_gemma":[0.00003659122,0.0002200305,0.05274216,0.0009971699,0.0001049672,0.003227166,0.3463661,0.0005776393,0.002690405,0.1448464,0.4480635,0.0001279075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5373797,0.005507615,0.01415013,0.02797204,0.0004072706,0.00006299907,0.0001511438,0.00008873589,0.4142803],"genre_scores_gemma":[0.9760119,0.000840053,0.001388523,0.0003565064,0.00008220363,0.00001937235,0.00002661213,0.00002845491,0.02124628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264176,"threshold_uncertainty_score":0.02531707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2208445152354084,"score_gpt":0.4012376587324456,"score_spread":0.1803931434970372,"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."}}