{"id":"W2172054814","doi":"10.1109/icalt.2004.1357747","title":"Interoperability in asynchronous collaborative learning forums","year":2004,"lang":"en","type":"article","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Asynchronous communication; Interoperability; Computer science; Implementation; Asynchronous learning; Collaborative learning; Collaborative software; Knowledge management; Human–computer interaction; World Wide Web; Mathematics education; Software engineering; Cooperative learning; Synchronous learning; Teaching method; Psychology; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.03209281,0.0006826011,0.0009808129,0.003178458,0.003408489,0.01048189,0.003140257,0.004434685,0.002854134],"category_scores_gemma":[0.05618967,0.0008888794,0.001711686,0.002144143,0.005363606,0.02448176,0.01030137,0.003230505,0.0007553196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114997,"about_ca_system_score_gemma":0.001726165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392229,"about_ca_topic_score_gemma":0.0006272754,"domain_scores_codex":[0.9683785,0.01803215,0.003543274,0.003160479,0.005336792,0.001548763],"domain_scores_gemma":[0.9553894,0.02552352,0.003066612,0.01144337,0.003327552,0.001249434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001863814,0.0002108152,0.004323113,0.0001998074,0.00004911415,0.0004655274,0.007930815,0.01398659,0.003275532,0.8792597,0.001053997,0.08905865],"study_design_scores_gemma":[0.0001308499,0.0001891262,0.002239505,0.0002740359,0.0001014954,0.0005529299,0.002436602,0.1026187,0.007753233,0.8375067,0.04609186,0.0001051106],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.10442,0.0005487518,0.8706961,0.001557569,0.0001285664,0.0003018885,0.0001481804,0.001476177,0.02072273],"genre_scores_gemma":[0.8631188,0.0003838625,0.1289528,0.0001838668,0.0001650266,0.000713089,0.0005298678,0.0002255998,0.005727009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03209281,"threshold_uncertainty_score":0.169725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150120356666556,"score_gpt":0.3174045663805687,"score_spread":0.3059033628139032,"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."}}