{"id":"W4404436883","doi":"","title":"Projet RéSoCIO - Analyse des réseaux sociaux en situation d’urgence","year":2022,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; Political 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":[0.004669814,0.0007263771,0.0005813664,0.00727124,0.001597094,0.002677533,0.0008949417,0.0007953212,0.01966042],"category_scores_gemma":[0.008375557,0.0003261337,0.0008323931,0.005173996,0.0008981331,0.002539537,0.002555367,0.001263657,0.003443372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003722748,"about_ca_system_score_gemma":0.01020598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03627166,"about_ca_topic_score_gemma":0.02770682,"domain_scores_codex":[0.9970452,0.001565,0.0001444683,0.0002899637,0.0006632659,0.0002921373],"domain_scores_gemma":[0.9917086,0.002828654,0.0008522093,0.0007038445,0.002130503,0.0017762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001244604,0.002599385,0.2465985,0.003566042,0.0004622766,0.002139134,0.07111867,0.00463622,0.004254773,0.05807742,0.05565821,0.5496448],"study_design_scores_gemma":[0.0001689226,0.001372694,0.5881772,0.001349444,0.0001704594,0.001216595,0.08380001,0.004040171,0.003695466,0.007462392,0.3084111,0.0001356075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7289686,0.004908848,0.0276205,0.004323623,0.000710523,0.004418566,0.0382405,0.001020213,0.1897887],"genre_scores_gemma":[0.8779914,0.002238297,0.03269605,0.0003308108,0.0001687407,0.00425547,0.01363239,0.0002217608,0.06846511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03627166,"threshold_uncertainty_score":0.07212108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05614303782805901,"score_gpt":0.3357747615542082,"score_spread":0.2796317237261491,"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."}}