{"id":"W2072156455","doi":"10.1145/965106.965125","title":"Forum","year":2003,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Interactivity; Set (abstract data type); Feeling; Process (computing); Computer science; Focus (optics); Population; Public relations; Internet privacy; Engineering ethics; Multimedia; World Wide Web; Sociology; Engineering; Psychology; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002510075,0.0008763816,0.0006502523,0.002212787,0.002149072,0.005911086,0.00148198,0.002874889,0.6887502],"category_scores_gemma":[0.007299187,0.0003095365,0.0006205604,0.001445848,0.0004020099,0.003877829,0.004117278,0.001755075,0.450277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000827867,"about_ca_system_score_gemma":0.00111267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007737384,"about_ca_topic_score_gemma":0.001825138,"domain_scores_codex":[0.9985893,0.0002694286,0.00006668514,0.0002098783,0.0006252343,0.0002395123],"domain_scores_gemma":[0.9947045,0.0009220165,0.000233544,0.0006357625,0.001467316,0.002036781],"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":[0.00005695987,0.00005659098,0.0001628252,0.00009746847,0.000001823836,0.00005629697,0.0001157033,0.00002881085,0.0005547096,0.004798776,0.9381295,0.05594042],"study_design_scores_gemma":[0.000006277352,0.00001368462,0.0001453879,0.00002674063,7.111689e-7,0.0000284319,0.00003716037,0.00004069437,0.00008665707,0.0006965001,0.9989144,0.000003444668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002426539,0.00163022,0.0116026,0.01489293,0.04881131,0.0009594222,0.01521731,0.01052888,0.8939308],"genre_scores_gemma":[0.006264701,0.0005148297,0.002270578,0.002865,0.007862439,0.0003633389,0.007072852,0.001563683,0.9712226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3112498,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007935168101663347,"score_gpt":0.2433221379744478,"score_spread":0.2353869698727845,"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."}}