{"id":"W2561986720","doi":"10.1007/s11528-016-0144-2","title":"Canadian Teaching and Learning Centres on Facebook and Twitter: An Exploration Through Social Media","year":2016,"lang":"en","type":"article","venue":"TechTrends","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Social media; Educational technology; Multimedia; Computer science; Sociology; Psychology; Pedagogy; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001973593,0.000341234,0.0003709157,0.003405684,0.02015053,0.009125573,0.001755433,0.001258807,0.008953034],"category_scores_gemma":[0.004946927,0.000333814,0.0002999081,0.008417494,0.00748279,0.003041059,0.005770581,0.002237652,0.0004479619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07327607,"about_ca_system_score_gemma":0.1088872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9761745,"about_ca_topic_score_gemma":0.9927294,"domain_scores_codex":[0.9969053,0.00069404,0.0000334131,0.000180255,0.0009074159,0.001279571],"domain_scores_gemma":[0.993434,0.001640663,0.0005270658,0.0001372474,0.001284163,0.002976809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002753509,0.0003355102,0.104138,0.0004448877,0.00003867866,0.001625922,0.7194757,0.0002853745,0.001204446,0.05530889,0.03264451,0.08422274],"study_design_scores_gemma":[0.00001772061,0.00005490246,0.1021032,0.0002763542,0.00002609664,0.0001383544,0.7319628,0.000210094,0.0002964378,0.0008833003,0.1639779,0.00005285288],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480985,0.002034992,0.0004725477,0.01432275,0.0001750424,0.0001506859,0.001457549,0.00006386841,0.1332241],"genre_scores_gemma":[0.9852116,0.001386358,0.0003811515,0.000570223,0.00003060075,0.00003259179,0.0001830255,0.00003473961,0.0121695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9761745,"threshold_uncertainty_score":0.5316576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504766355154438,"score_gpt":0.3283720951685119,"score_spread":0.2778954596530681,"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."}}