{"id":"W2027141248","doi":"10.1109/hicss.2014.205","title":"Introduction to Social Media and Learning Minitrack","year":2014,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Computer science; Social learning; Knowledge management; Multimedia; 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":[0.001216777,0.0007970177,0.0005633069,0.002784966,0.001288395,0.004684207,0.001539728,0.002015628,0.1844739],"category_scores_gemma":[0.003885733,0.0005352721,0.0006355037,0.002879557,0.001067251,0.007035407,0.003213801,0.00411177,0.08330423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144693,"about_ca_system_score_gemma":0.001596146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395386,"about_ca_topic_score_gemma":0.005327883,"domain_scores_codex":[0.9991461,0.00009869783,0.00005533675,0.0001602183,0.0004513143,0.00008825474],"domain_scores_gemma":[0.9960693,0.001209585,0.0001172341,0.0002692081,0.001488884,0.0008458202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002338089,0.00006813401,0.0001661166,0.0002877585,0.000005119894,0.00004731465,0.0001024044,0.0001431584,0.0006511124,0.01622316,0.818838,0.1634444],"study_design_scores_gemma":[0.000002172262,0.00001225538,0.0001983926,0.00009881357,0.000001663449,0.0000825934,0.00003511699,0.0001091402,0.0001107834,0.004290752,0.9950495,0.000008802655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00268067,0.11202,0.1313819,0.0605684,0.09609585,0.0007204625,0.008021234,0.009019324,0.5794922],"genre_scores_gemma":[0.009611294,0.05864542,0.0291871,0.0175845,0.0403471,0.0004435078,0.005557487,0.002163397,0.8364602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1844739,"threshold_uncertainty_score":0.6171268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00916254934409583,"score_gpt":0.2449640710455356,"score_spread":0.2358015217014398,"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."}}