{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02930001,0.0002935017,0.0003424297,0.0002735971,0.005454582,0.000308069,0.001993737,0.000251352,0.005545436],"category_scores_gemma":[0.003704202,0.0003653615,0.0002921285,0.002516523,0.001932935,0.000886996,0.002035514,0.001392901,0.0003846844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718341,"about_ca_system_score_gemma":0.001409754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236594,"about_ca_topic_score_gemma":0.004896191,"domain_scores_codex":[0.9585512,0.03744943,0.0005891626,0.0008508551,0.001664454,0.0008949053],"domain_scores_gemma":[0.9929209,0.003495156,0.0004609532,0.001003711,0.001732157,0.0003870925],"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":[0.00002699189,0.001228674,0.02288415,0.000106568,0.0001461293,0.00002361452,0.3760906,0.0003191064,0.001924628,0.4653979,0.01181375,0.1200379],"study_design_scores_gemma":[0.001731176,0.000006615353,0.03178854,0.0008728764,0.0002910385,0.00002980728,0.1528319,0.05491003,0.007055329,0.05995215,0.6888922,0.001638307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867786,0.005203475,0.01990637,0.2241699,0.001029799,0.001306682,0.000260128,0.0003216531,0.1610233],"genre_scores_gemma":[0.8531187,0.003472389,0.01664316,0.0001363665,0.0001085925,0.0001832897,0.0002220786,0.00004791418,0.1260675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6770785,"threshold_uncertainty_score":0.9998798,"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."}}