{"id":"W4403443153","doi":"","title":"Apport des technologies multimédias dans le système d'apprentissage en ligne Sphinx","year":2006,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sphinx; Computer science; Multimedia; Online learning; Human–computer interaction; World Wide Web; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006095752,0.000400897,0.0003910656,0.0002635455,0.001230936,0.001392476,0.002557465,0.0003333217,0.0002101263],"category_scores_gemma":[0.00147829,0.0004641232,0.0002078467,0.001349842,0.000938005,0.00113485,0.001274419,0.0006211206,0.0004274015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620241,"about_ca_system_score_gemma":0.0006473657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006750408,"about_ca_topic_score_gemma":0.002559355,"domain_scores_codex":[0.9922254,0.004854011,0.000701517,0.0009591411,0.0004937681,0.0007661654],"domain_scores_gemma":[0.9947973,0.001144091,0.0004829105,0.001971552,0.001418271,0.000185894],"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":[0.00000378859,0.001416055,0.00981777,0.000171874,0.00004746363,0.00002419326,0.02277623,0.0001926768,0.00730132,0.8017368,0.005003678,0.1515082],"study_design_scores_gemma":[0.002395392,0.000005800999,0.09204327,0.004873124,0.0001455687,0.000373225,0.02642237,0.1151338,0.2963288,0.03994561,0.419872,0.00246105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07781272,0.004815849,0.4999587,0.03833324,0.0008486201,0.0005374049,0.00001779738,0.001197301,0.3764784],"genre_scores_gemma":[0.7612547,0.0005542379,0.09891942,0.00002888535,0.00003888995,0.00005050207,0.00009258917,0.00004060313,0.1390201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7617912,"threshold_uncertainty_score":0.9998637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365060660433324,"score_gpt":0.2276195098373223,"score_spread":0.213968903232989,"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."}}