{"id":"W2790096438","doi":"10.5430/ijhe.v7n2p28","title":"How does the Type of Task Influence the Performance and Social Regulation of Collaborative Learning?","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Autónoma de San Luis Potosí","keywords":"Elaboration; Task (project management); Reading (process); Comprehension; Collaborative learning; Reading comprehension; Psychology; Computer-supported collaborative learning; Quality (philosophy); Collaborative writing; Mathematics education; Applied psychology; Social psychology; Knowledge management; Computer science; Linguistics; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006114189,0.0003757513,0.0005514417,0.0006855645,0.0005350563,0.002575214,0.000617428,0.0008032588,0.001317062],"category_scores_gemma":[0.05723829,0.0001882042,0.0004508752,0.0004512039,0.001109587,0.0008086305,0.00103942,0.0005036425,0.0004684013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645154,"about_ca_system_score_gemma":0.0004817454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705523,"about_ca_topic_score_gemma":0.0004440492,"domain_scores_codex":[0.9912691,0.004902733,0.0005192551,0.001064771,0.001783717,0.0004603851],"domain_scores_gemma":[0.9088024,0.06958663,0.01071112,0.004974867,0.002344422,0.003580539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00397584,0.003489589,0.67961,0.001111261,0.00103335,0.0007157614,0.02494181,0.002074203,0.07503043,0.00113787,0.0007170404,0.2061628],"study_design_scores_gemma":[0.00008870904,0.003051692,0.9776253,0.0001108794,0.0002262874,0.0003321032,0.005824418,0.002252028,0.006471782,0.001865279,0.00205675,0.00009469884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948874,0.0001979766,0.002905855,0.00008315479,0.0000235351,0.00005059067,0.00002673543,0.00001854665,0.001806244],"genre_scores_gemma":[0.9972254,0.0001521843,0.00193363,0.00003604653,0.00003344041,0.0001014169,0.00005726381,0.00002595628,0.000434744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006114189,"threshold_uncertainty_score":0.03233528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065773857743399,"score_gpt":0.3982338946141786,"score_spread":0.3775761560367447,"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."}}