{"id":"W2778851245","doi":"10.5539/ies.v11n1p52","title":"Learner Views about Cooperative Learning in Social Learning Networks","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Psychology; Cooperative learning; Mathematics education; Qualitative property; Qualitative research; Process (computing); Scale (ratio); Data collection; Pedagogy; Teaching method; Computer science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007301198,0.0001120086,0.0001818974,0.0001358414,0.002956808,0.0002741101,0.0004897449,0.0001156893,0.0001220556],"category_scores_gemma":[0.005673225,0.0001146774,0.00005126763,0.00009436178,0.000584121,0.0004427746,0.0001601051,0.0005320605,0.00007675503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816894,"about_ca_system_score_gemma":0.000245474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006349521,"about_ca_topic_score_gemma":0.001230294,"domain_scores_codex":[0.9988314,0.0002004216,0.0002040003,0.0002156041,0.0002992424,0.0002493538],"domain_scores_gemma":[0.9986529,0.00008337931,0.0003204404,0.00009630621,0.0008111445,0.00003586326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000356142,0.0002391315,0.7149286,0.000007874468,0.0001778186,0.000003598956,0.03416317,0.0007232258,0.00002502408,0.01711867,0.0402898,0.1922874],"study_design_scores_gemma":[0.0004539592,0.00002539885,0.3800866,0.0001564322,0.00001182736,0.000001136711,0.0566418,0.0003085482,0.0000183669,0.0009033037,0.5611487,0.0002439485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6590049,0.002622663,0.0003908484,0.07538502,0.01057419,0.0004566557,0.000001695073,0.0003096467,0.2512544],"genre_scores_gemma":[0.9384584,0.001056538,0.0001187186,0.0003443459,0.0008401186,0.00004731539,0.000005447646,0.00001024927,0.0591188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5208589,"threshold_uncertainty_score":0.9983412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09855217602845645,"score_gpt":0.4791541986960503,"score_spread":0.3806020226675939,"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."}}