{"id":"W2943995667","doi":"10.5430/ijhe.v8n3p63","title":"User Generated Content Platform as a New Media for Technopreneur Writer in Industrial Age Version 4","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Widyatama; Universitas Pendidikan Indonesia; La Trobe University","keywords":"Dashboard; Computer science; Digital content; World Wide Web; Content (measure theory); User-generated content; Media content; Multimedia; Digital media; Social media; Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412316,0.0005880138,0.0003448147,0.002330242,0.001541593,0.006366846,0.0007654765,0.001168387,0.04471136],"category_scores_gemma":[0.00509411,0.0003364888,0.0004156513,0.001463929,0.0007532007,0.006773603,0.003079409,0.001346645,0.01703734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926128,"about_ca_system_score_gemma":0.001186307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005297387,"about_ca_topic_score_gemma":0.0009701904,"domain_scores_codex":[0.9992048,0.0002131563,0.00007663228,0.00009287764,0.000301786,0.0001107185],"domain_scores_gemma":[0.9962085,0.001373931,0.0001840749,0.0006709248,0.0008443071,0.0007182037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008536564,0.0006767635,0.006810721,0.001459829,0.00002633786,0.001844594,0.01497607,0.0003251172,0.02101106,0.03636575,0.2390993,0.6765507],"study_design_scores_gemma":[0.00008963428,0.0004536815,0.0119334,0.0005109778,0.00005647215,0.001580063,0.003845301,0.002329759,0.008078662,0.007266581,0.9637216,0.0001337931],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1425651,0.00249576,0.07879781,0.005982679,0.00332732,0.002838578,0.005849026,0.03398321,0.7241605],"genre_scores_gemma":[0.2955095,0.003506951,0.0876178,0.002497715,0.002639959,0.002183014,0.007418023,0.007486292,0.5911407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04471136,"threshold_uncertainty_score":0.1495744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883061307226636,"score_gpt":0.3467369528891177,"score_spread":0.2779063398168513,"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."}}