{"id":"W4241816490","doi":"10.1007/978-1-4939-7131-2_101348","title":"Time-Aware Social Network-Based Social Profile Building Process","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social network (sociolinguistics); Process (computing); Computer science; Business; Process management; World Wide Web; Social media; Operating system","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":[0.001199645,0.0005932209,0.0005987855,0.001392076,0.0008804993,0.001896354,0.001343398,0.0006515054,0.004146937],"category_scores_gemma":[0.003681774,0.0003380859,0.0006507005,0.001331693,0.0002837932,0.003026288,0.001874524,0.0009374807,0.003047667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006229134,"about_ca_system_score_gemma":0.0008551429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437093,"about_ca_topic_score_gemma":0.003705494,"domain_scores_codex":[0.9989171,0.0002138097,0.00005008577,0.0002719686,0.0004718403,0.00007525321],"domain_scores_gemma":[0.9986662,0.0005545042,0.0001002334,0.0002599424,0.0003057801,0.0001134341],"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":[0.0003513993,0.0005244155,0.007387637,0.0004177517,0.0001287313,0.000330987,0.001798934,0.03907634,0.04480602,0.04484436,0.01788811,0.8424453],"study_design_scores_gemma":[0.0000187797,0.0001216111,0.008190817,0.0001018949,0.000138923,0.0004746196,0.0008561627,0.8620689,0.03424902,0.04155909,0.05212315,0.00009709633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03358134,0.0005235167,0.9412743,0.0003943621,0.0001924445,0.0003522997,0.0008325047,0.002591815,0.02025739],"genre_scores_gemma":[0.5396239,0.0007460481,0.4362267,0.0001108423,0.0001257532,0.0002524215,0.001904746,0.0003256608,0.02068388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004146937,"threshold_uncertainty_score":0.01387286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064079916690026,"score_gpt":0.3428323302967847,"score_spread":0.3021915311298844,"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."}}