{"id":"W2041829923","doi":"10.7238/rusc.v8i1.1076","title":"Monograph “The Impact of Social Networks on Teaching and Learning”. Introduction: Higher Education and the Promises and Perils of Social Networks","year":2011,"lang":"en","type":"article","venue":"RUSC Universities and Knowledge Society Journal","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Humanities; Philosophy","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":[0.0009297042,0.00118946,0.0009006762,0.003355905,0.001097178,0.003840537,0.001324793,0.001635759,0.2483764],"category_scores_gemma":[0.0028424,0.0003662191,0.0006984124,0.005883375,0.0008413278,0.003649991,0.002324427,0.002067539,0.09890138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422138,"about_ca_system_score_gemma":0.002674191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060721,"about_ca_topic_score_gemma":0.01086682,"domain_scores_codex":[0.9993532,0.0001102503,0.00004288811,0.0001126481,0.000296372,0.00008460153],"domain_scores_gemma":[0.9978629,0.0007717488,0.00009769929,0.0001471687,0.0006347131,0.0004857829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007792947,0.00001135482,0.00005348595,0.0002759476,0.000002871824,0.000007031014,0.00004080013,0.00004262284,0.00005419142,0.002665052,0.9567304,0.0401084],"study_design_scores_gemma":[0.000002700042,0.000009399497,0.0006744298,0.0004559626,0.000003961559,0.00002687901,0.00004736636,0.00002597374,0.00005712068,0.001511632,0.9971787,0.000005868047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001099938,0.228995,0.004041634,0.08362743,0.1051316,0.0002357674,0.00895227,0.001058028,0.5668584],"genre_scores_gemma":[0.007469223,0.1465747,0.001599131,0.008022766,0.03647454,0.0002598435,0.006086173,0.0006635248,0.7928501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2483764,"threshold_uncertainty_score":0.8309019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249284629110456,"score_gpt":0.2780221995631407,"score_spread":0.2655293532720361,"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."}}