{"id":"W4285259567","doi":"10.1051/shsconf/202213806010","title":"Intégration de la visualisation dans l’analyse de processus complexes : écritures et réécritures dans un corpus multilingue universitaire","year":2022,"lang":"fr","type":"article","venue":"SHS Web of Conferences","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; 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":[0.00402104,0.001054669,0.0006760464,0.003946501,0.0016053,0.006428027,0.0007681092,0.001251132,0.01143974],"category_scores_gemma":[0.01876047,0.0005600167,0.0007982376,0.004338335,0.002111264,0.004217147,0.002553869,0.001664213,0.002191008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944261,"about_ca_system_score_gemma":0.001893218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019877,"about_ca_topic_score_gemma":0.02073911,"domain_scores_codex":[0.9957475,0.002387852,0.0002088252,0.0007148401,0.0007534011,0.0001875778],"domain_scores_gemma":[0.9826752,0.0141084,0.0005864511,0.0009430194,0.001516874,0.0001699893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009389392,0.0001621924,0.03319505,0.002819469,0.0002662522,0.001821789,0.2483031,0.008926496,0.06345532,0.115942,0.01071924,0.5134501],"study_design_scores_gemma":[0.0001533999,0.0004522869,0.1218838,0.002332916,0.0005292952,0.003138545,0.1167589,0.08766586,0.07750696,0.09188221,0.4971442,0.0005516558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4066346,0.002580564,0.5274484,0.002463551,0.0002723353,0.0004551147,0.004266758,0.004641227,0.0512374],"genre_scores_gemma":[0.7210677,0.001041703,0.2575978,0.000170037,0.00005701395,0.0006306179,0.002219178,0.001731319,0.01548454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.019877,"threshold_uncertainty_score":0.03952259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584552035201129,"score_gpt":0.334623233195745,"score_spread":0.3087777128437337,"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."}}