{"id":"W7048463447","doi":"","title":"L'encapacitation avec la visualisation : Comment enseigner et apprendre la Visualization de donnée ?","year":2020,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Visualization; Information visualization; Data visualization; Context (archaeology)","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":[0.04083991,0.00207647,0.001721829,0.002011423,0.002485908,0.01988904,0.00463452,0.005726425,0.065418],"category_scores_gemma":[0.1741244,0.001470589,0.001894242,0.003068635,0.00331857,0.02324322,0.01320564,0.006707995,0.03737175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848963,"about_ca_system_score_gemma":0.005598087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676258,"about_ca_topic_score_gemma":0.0130228,"domain_scores_codex":[0.9708534,0.01503402,0.001779388,0.002520461,0.008314298,0.00149846],"domain_scores_gemma":[0.8981978,0.05363203,0.002581346,0.01804872,0.02315443,0.004385693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001226546,0.0001473281,0.002308079,0.001755083,0.0001228025,0.0009833546,0.01218063,0.001433666,0.01105683,0.06016631,0.5997297,0.3088898],"study_design_scores_gemma":[0.0001427015,0.00005455124,0.001187854,0.001147193,0.00006235998,0.0008314649,0.00335538,0.01536806,0.009130346,0.02435302,0.9441608,0.0002061965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008925852,0.004314429,0.7023866,0.1156205,0.008242226,0.000674243,0.003982295,0.1065904,0.04926361],"genre_scores_gemma":[0.123024,0.005985849,0.669495,0.01629618,0.003449355,0.001466081,0.006104896,0.0649607,0.1092179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.065418,"threshold_uncertainty_score":0.218845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252241233390243,"score_gpt":0.2578449116690372,"score_spread":0.2453224993351348,"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."}}