{"id":"W4298171466","doi":"","title":"Elluminate Article: Content Analysis of Online Asynchronous Discussions","year":2005,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asynchronous communication; Computer science; Content (measure theory); Content analysis; Mathematics; Sociology; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003082024,0.0004321869,0.0003748612,0.009836764,0.001532521,0.003693985,0.0005609912,0.0005474667,0.009910586],"category_scores_gemma":[0.03753226,0.0001619602,0.0003393042,0.00958734,0.000773825,0.002939401,0.002151448,0.0006156397,0.003729096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011929,"about_ca_system_score_gemma":0.001307886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002764986,"about_ca_topic_score_gemma":0.002585681,"domain_scores_codex":[0.9947976,0.001865778,0.0004459151,0.0005898979,0.001994743,0.0003060646],"domain_scores_gemma":[0.9606185,0.02607941,0.002775227,0.002064316,0.007480547,0.0009819883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001852947,0.001044879,0.1184584,0.002424278,0.0002005487,0.001018895,0.1355415,0.0007967169,0.01362326,0.01636752,0.07271007,0.6359611],"study_design_scores_gemma":[0.000152966,0.0006199814,0.5442647,0.001142446,0.0003001716,0.001151067,0.1112683,0.01438566,0.02223971,0.01440417,0.2898144,0.000256393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833819,0.001161651,0.04106335,0.0008621798,0.0007254804,0.002839222,0.04020525,0.002529464,0.07679438],"genre_scores_gemma":[0.8720025,0.0009288939,0.05055404,0.0002622485,0.0004132896,0.003960496,0.03185596,0.001542375,0.03848007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009910586,"threshold_uncertainty_score":0.03315419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2891488883130808,"score_gpt":0.5931599577202928,"score_spread":0.3040110694072121,"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."}}