{"id":"W2282453005","doi":"","title":"Online Study Groups: Comparison of Two Strategies","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; MacEwan University; Athabasca University","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.03118423,0.00160511,0.002482866,0.003038349,0.002435239,0.00326356,0.003689304,0.003768815,0.03378908],"category_scores_gemma":[0.1308156,0.001436426,0.001312017,0.001111604,0.002530192,0.005026756,0.006468336,0.002120248,0.00467424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156539,"about_ca_system_score_gemma":0.005200287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827752,"about_ca_topic_score_gemma":0.002827429,"domain_scores_codex":[0.9661506,0.02190118,0.003622415,0.002293964,0.004279755,0.001752011],"domain_scores_gemma":[0.8232771,0.147559,0.006645932,0.006096312,0.008675417,0.007746353],"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":[0.2502889,0.05279973,0.0193471,0.004138062,0.0007653747,0.0003145423,0.0524432,0.0007389275,0.008026331,0.009261172,0.008284763,0.5935919],"study_design_scores_gemma":[0.3373918,0.2162829,0.1479244,0.004322864,0.004509305,0.000609828,0.130591,0.01263138,0.03250522,0.03896952,0.07310951,0.001152294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8304463,0.001390976,0.0623409,0.002658172,0.001593855,0.07168666,0.001318181,0.00143492,0.02713002],"genre_scores_gemma":[0.8112683,0.0008847708,0.06620156,0.002396584,0.0004080882,0.09913132,0.001143149,0.0003769117,0.01818932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03378908,"threshold_uncertainty_score":0.1649199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05733214669413066,"score_gpt":0.3978010798990997,"score_spread":0.340468933204969,"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."}}