{"id":"W20652360","doi":"10.1016/b978-1-84334-681-4.50012-8","title":"Learning social media: student and instructor perspectives","year":2012,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Social media; Pedagogy; Mathematics education; Psychology; Computer science; Sociology; World Wide Web","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":[0.001401799,0.0003117646,0.0002786246,0.0009069308,0.002194853,0.006892768,0.000620787,0.001547596,0.05086155],"category_scores_gemma":[0.001974032,0.0001272836,0.0001464286,0.0008260778,0.001111642,0.004368718,0.002022545,0.001443162,0.003874942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009916391,"about_ca_system_score_gemma":0.001347765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461379,"about_ca_topic_score_gemma":0.005686412,"domain_scores_codex":[0.9994124,0.0002440597,0.00001400004,0.00005484857,0.000180137,0.00009443062],"domain_scores_gemma":[0.9981762,0.001005868,0.00005026454,0.00002566936,0.0002715003,0.0004704793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008969803,0.0005372849,0.003626023,0.00044138,0.000007048867,0.0006039258,0.04440498,0.00008889905,0.001501487,0.05509518,0.2213969,0.6722073],"study_design_scores_gemma":[0.00001054617,0.0001917009,0.005502397,0.0008418274,0.000008633606,0.0005509591,0.07569423,0.000174859,0.0005112453,0.00786016,0.9086393,0.00001419808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05991225,0.04986952,0.002283754,0.0589774,0.002616187,0.00003472253,0.0001279396,0.0001346096,0.8260436],"genre_scores_gemma":[0.283922,0.07023654,0.00174078,0.006620365,0.003654018,0.00009127403,0.0001637353,0.0001552285,0.6334161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05086155,"threshold_uncertainty_score":0.1701488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04699664952698362,"score_gpt":0.3567330457746031,"score_spread":0.3097363962476194,"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."}}