{"id":"W3118349260","doi":"10.4000/communiquer.7437","title":"Modélisation du processus de la recherche participative","year":2020,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":[0.01182868,0.0009777523,0.0006753973,0.002151767,0.002183078,0.009541885,0.003173458,0.003675642,0.01520617],"category_scores_gemma":[0.01570123,0.0007220361,0.00201465,0.002592472,0.005463282,0.008240037,0.004081246,0.002997259,0.002159844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006741859,"about_ca_system_score_gemma":0.01069655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654892,"about_ca_topic_score_gemma":0.01233938,"domain_scores_codex":[0.9907545,0.005819819,0.0004820217,0.001241807,0.001255112,0.0004466824],"domain_scores_gemma":[0.9844252,0.01072945,0.0009731264,0.001637373,0.001624386,0.0006105163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006486365,0.00006853777,0.002059821,0.0002266898,0.00004124156,0.0001893544,0.007101298,0.04161434,0.0004646619,0.9306048,0.001278256,0.01628616],"study_design_scores_gemma":[0.00009933168,0.0001570202,0.002192669,0.0005229432,0.0000994349,0.0003157004,0.006210958,0.2850297,0.001207992,0.5914489,0.1126003,0.0001150247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03821651,0.001591782,0.8232324,0.01116472,0.000273675,0.0007806265,0.0007124165,0.0005310401,0.1234969],"genre_scores_gemma":[0.6277983,0.002507073,0.3307232,0.0003871921,0.0001047301,0.002009156,0.0006391985,0.0001806627,0.03565049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01654892,"threshold_uncertainty_score":0.06255674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3718422223249111,"score_gpt":0.4505105731142733,"score_spread":0.07866835078936224,"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."}}