{"id":"W2127964821","doi":"10.3917/i2d.152.0032","title":"Recherche en visualisation d’information ou Dataviz : pourquoi et comment ?","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Computer 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":[0.06133419,0.001583241,0.001997187,0.002903094,0.005057961,0.02160212,0.004923945,0.0114516,0.01733632],"category_scores_gemma":[0.2335288,0.0008807259,0.002103802,0.006408763,0.01448729,0.0354536,0.006282703,0.01509859,0.009520449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006682031,"about_ca_system_score_gemma":0.01371133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07692628,"about_ca_topic_score_gemma":0.0526893,"domain_scores_codex":[0.9307964,0.03821108,0.004633837,0.005995273,0.01858161,0.001781785],"domain_scores_gemma":[0.8118652,0.08745565,0.004761945,0.01720902,0.0758222,0.002886063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002594788,0.0001086419,0.002278442,0.003033731,0.000211491,0.0005646109,0.01348032,0.0008965011,0.003465079,0.2357638,0.5921659,0.147772],"study_design_scores_gemma":[0.0000672264,0.00007940871,0.001671185,0.002590618,0.00008916113,0.0008256719,0.01348362,0.001192173,0.002981777,0.06433496,0.9124752,0.000209027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004556618,0.05050186,0.03193697,0.8445996,0.0344294,0.0001846567,0.0009721128,0.001637988,0.03118075],"genre_scores_gemma":[0.1572142,0.1384808,0.1245634,0.4265162,0.0402128,0.001178994,0.00346036,0.00540581,0.1029674],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07692628,"threshold_uncertainty_score":0.3243701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.250858938396759,"score_gpt":0.4198673882354041,"score_spread":0.1690084498386452,"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."}}