{"id":"W4254583582","doi":"10.1007/978-1-4939-7131-2_100657","title":"Microblog","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microblogging; Computer science; Social media; 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":[0.0003614329,0.00102264,0.0005969864,0.002545427,0.001288752,0.004178192,0.000810558,0.001228555,0.2683656],"category_scores_gemma":[0.001530395,0.0004249022,0.0003328872,0.002480595,0.0003327501,0.005228338,0.001455356,0.001458688,0.2882363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312322,"about_ca_system_score_gemma":0.0007253271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737235,"about_ca_topic_score_gemma":0.00522942,"domain_scores_codex":[0.9997292,0.00003049862,0.000009262923,0.00005429097,0.0001494304,0.00002719078],"domain_scores_gemma":[0.999544,0.0001019972,0.00002155148,0.00009666121,0.0001417897,0.00009394252],"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":[0.00001672813,0.00003859508,0.0001591113,0.0001676769,0.000004805606,0.00003148651,0.00009500996,0.0001203677,0.0008148529,0.01133451,0.6910383,0.2961787],"study_design_scores_gemma":[0.000002592817,0.00001052327,0.0001898824,0.00004458851,0.000003150143,0.0001135428,0.00004084233,0.0004013628,0.000340507,0.00336326,0.9954838,0.000006050245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002111048,0.008898265,0.02023184,0.004805434,0.004076688,0.0001576766,0.003723332,0.005367175,0.9506286],"genre_scores_gemma":[0.005619302,0.003761332,0.00519322,0.001041923,0.00123577,0.00004652806,0.00221139,0.0006198502,0.9802706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2683656,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529438913963628,"score_gpt":0.2295921214624539,"score_spread":0.2042977323228176,"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."}}