{"id":"W4405531755","doi":"10.4000/12yf0","title":"Les relations publiques au service du changement social","year":2024,"lang":"fr","type":"article","venue":"Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008382697,0.0005246029,0.0003532719,0.002358969,0.009439106,0.009732193,0.001169378,0.004036139,0.01413407],"category_scores_gemma":[0.02157949,0.000257004,0.0002871323,0.002325464,0.0158461,0.007063548,0.006443531,0.004377163,0.001471551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006377337,"about_ca_system_score_gemma":0.008985102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009837336,"about_ca_topic_score_gemma":0.008914432,"domain_scores_codex":[0.9848664,0.01044345,0.0003447393,0.0006790939,0.002503461,0.001162837],"domain_scores_gemma":[0.9813477,0.01191684,0.002797774,0.0009104724,0.001641102,0.001386107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005240477,0.0001181402,0.004910798,0.000503034,0.00001661495,0.0008947029,0.3858027,0.0002678646,0.001065358,0.5085581,0.01487314,0.08293718],"study_design_scores_gemma":[0.00001806615,0.0001020481,0.008343901,0.0009691126,0.00001573774,0.000798688,0.2647925,0.0004467278,0.0007027278,0.06551195,0.6582536,0.00004505852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1771448,0.01260491,0.01952499,0.1313589,0.001687729,0.0002255825,0.0001693519,0.0002137736,0.6570698],"genre_scores_gemma":[0.9248887,0.005276235,0.001897957,0.004092495,0.0007597553,0.0002035456,0.000055743,0.00007631156,0.06274923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01413407,"threshold_uncertainty_score":0.04728323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060756923177148,"score_gpt":0.3799339123022386,"score_spread":0.2738582199845238,"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."}}