{"id":"W2128316805","doi":"10.1145/1132736.1132779","title":"Zone cours","year":2006,"lang":"fr","type":"article","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Syllabus; Computer science; Vocabulary; Interface (matter); Multimedia; Center (category theory); Course (navigation); World Wide Web; Mathematics education; Operating system; Engineering; Psychology; Linguistics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004254673,0.0001500569,0.000173259,0.00008036974,0.0002109882,0.0006911472,0.0004766731,0.0000813791,0.0006788668],"category_scores_gemma":[0.00002497259,0.0001461305,0.00006492274,0.0003165503,0.00009316832,0.001455997,0.0001688555,0.0001188439,0.001279411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003984444,"about_ca_system_score_gemma":0.000130237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168363,"about_ca_topic_score_gemma":0.00001643896,"domain_scores_codex":[0.9986098,0.00002554678,0.0005009943,0.0001874025,0.0003055366,0.0003706494],"domain_scores_gemma":[0.9990985,0.00006751238,0.000223697,0.0003269799,0.0002073973,0.00007595068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.895439e-7,0.00007413472,0.00005689378,0.000154688,0.000004032827,0.000003553564,0.0009610348,0.0006991648,0.000007187049,0.8557474,0.07655469,0.06573691],"study_design_scores_gemma":[0.0001837525,0.000020382,0.0001895888,0.0001085369,0.000005911346,0.0000600392,0.00009181628,0.7264948,0.0006748975,0.04224104,0.2297226,0.0002066461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0008203039,0.001105643,0.6721944,0.003834313,0.001205712,0.00005596547,6.37203e-7,0.0001459005,0.3206372],"genre_scores_gemma":[0.169304,0.00003333834,0.4032038,0.002249178,0.0008762612,0.000003027737,0.000004682451,0.00001574501,0.4243099],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8135064,"threshold_uncertainty_score":0.9994982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061971777611469,"score_gpt":0.2414319617869812,"score_spread":0.2208122440108665,"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."}}