{"id":"W6995515155","doi":"","title":"Online Collaborative Learning: Theory and Practice","year":2006,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Column (typography); Collaborative learning; Data collection; Online research methods; Group (periodic table)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01350479,0.0003420218,0.0007144335,0.0007293505,0.0004993783,0.0007471057,0.001133455,0.0001843982,0.00892649],"category_scores_gemma":[0.006275799,0.0003048865,0.00008687341,0.001555292,0.0003321636,0.001360526,0.0004477713,0.001523965,0.00003188372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006769862,"about_ca_system_score_gemma":0.0001234759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076923,"about_ca_topic_score_gemma":0.0000177886,"domain_scores_codex":[0.9866914,0.01105629,0.0008140453,0.0005523236,0.0004574223,0.0004284744],"domain_scores_gemma":[0.991277,0.00599848,0.001427837,0.0003858692,0.0007849167,0.0001258466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004657746,0.002760238,0.5781522,0.00008409255,0.001187555,0.0002982124,0.008450411,0.0005710289,0.06437103,0.06187537,0.1400463,0.1375458],"study_design_scores_gemma":[0.0007847791,0.00004537816,0.7037145,0.0001261487,0.0001093479,0.0000746796,0.002621587,0.00001129624,0.0006795968,0.01336688,0.2780766,0.0003892526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7499998,0.02444379,0.008417537,0.0007450397,0.0009668218,0.000470588,0.00003802192,0.0001176882,0.2148007],"genre_scores_gemma":[0.9751248,0.001328238,0.006627205,0.000895138,0.0006155064,0.00003387137,0.00004002834,0.0001010099,0.01523423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2251249,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2654768796525211,"score_gpt":0.6394397847070847,"score_spread":0.3739629050545636,"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."}}