{"id":"W2210630084","doi":"","title":"Distance Learning: Interactive Learning in Engineering Using Broadband Networks and the Internet","year":2007,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Distance education; The Internet; Broadband; Internet access; Telecommunications; Humanities; Computer science; Library science; World Wide Web; Sociology; Pedagogy; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003855643,0.0003549043,0.0001404631,0.0004937847,0.001051273,0.002268675,0.0008125219,0.0009442267,0.01608024],"category_scores_gemma":[0.0007507917,0.00008396288,0.0001288768,0.0007258581,0.001785035,0.001881566,0.002056469,0.0006305748,0.002744346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096737,"about_ca_system_score_gemma":0.001388545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714415,"about_ca_topic_score_gemma":0.006886295,"domain_scores_codex":[0.9996605,0.0001088206,0.00001143406,0.00003816966,0.0001314639,0.00004963376],"domain_scores_gemma":[0.9997215,0.0001106896,0.00002230401,0.00003644446,0.00004318437,0.00006595288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001885684,0.0006341297,0.003648627,0.0008961628,0.00001575818,0.0007375969,0.01127077,0.001909537,0.02016264,0.2713092,0.01741155,0.6718156],"study_design_scores_gemma":[0.00005450684,0.0005628246,0.01307972,0.0004363219,0.00002231948,0.002082942,0.009145679,0.002466887,0.01367519,0.04351663,0.9149061,0.00005078183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1524627,0.008795345,0.1456727,0.005072701,0.0007263589,0.0003810037,0.0001994856,0.0007327004,0.685957],"genre_scores_gemma":[0.6200399,0.009163507,0.0978789,0.001934681,0.0004055881,0.0004850783,0.0004305243,0.0002140402,0.2694478],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01608024,"threshold_uncertainty_score":0.05379373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004289186804953934,"score_gpt":0.2118710030751718,"score_spread":0.2075818162702179,"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."}}