{"id":"W4298208986","doi":"10.1145/3487553.3547182","title":"Accepted Tutorials at The Web Conference 2022","year":2022,"lang":"en","type":"article","venue":"Companion Proceedings of the Web Conference 2022","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; World Wide Web; Multimedia; Style (visual arts); Art; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001254368,0.000254564,0.0003328647,0.0001444783,0.001322335,0.0001964738,0.00546119,0.000081765,0.003267242],"category_scores_gemma":[0.0001710409,0.0001801055,0.0001521105,0.0011436,0.0003475011,0.0003795868,0.005091764,0.000765799,0.0000392801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583588,"about_ca_system_score_gemma":0.0008599903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001521688,"about_ca_topic_score_gemma":0.000008172639,"domain_scores_codex":[0.9973922,0.0001054878,0.0004992356,0.0006137062,0.0009923165,0.0003970884],"domain_scores_gemma":[0.9978974,0.0001972488,0.0006419012,0.0006495876,0.0005388425,0.00007500923],"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":[0.00001908917,0.0001895247,0.004348224,0.00002218889,0.00004953738,5.700053e-7,0.0008022058,0.00002218678,0.1227866,0.7805394,0.08915859,0.002061924],"study_design_scores_gemma":[0.002578918,0.0007540123,0.03691631,0.0001958716,0.0001590966,0.0002787685,0.01321878,0.05005669,0.1307713,0.1691785,0.5941306,0.001761178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179838,0.0003264793,0.0003772815,0.05139989,0.005149132,0.001038997,0.00008616726,0.000354921,0.02328329],"genre_scores_gemma":[0.9934944,0.00007250809,0.000395601,0.0004868215,0.000102772,0.0003211172,0.000008045448,0.00001302242,0.005105708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6113609,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293555840942081,"score_gpt":0.270809842026646,"score_spread":0.2414542579324379,"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."}}