{"id":"W4238385402","doi":"10.1007/978-1-4939-7131-2_101090","title":"SNSs","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":[0.0004190427,0.0006248522,0.0003571196,0.001952062,0.001815183,0.005799449,0.0006463702,0.001110142,0.3794901],"category_scores_gemma":[0.001550234,0.0002624224,0.0003244442,0.002446721,0.0006647577,0.005592746,0.002975317,0.001487251,0.3188084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009500164,"about_ca_system_score_gemma":0.001082181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147507,"about_ca_topic_score_gemma":0.005361419,"domain_scores_codex":[0.9995186,0.00008013194,0.00001821806,0.00008094532,0.0002422788,0.00005983169],"domain_scores_gemma":[0.9993505,0.00009951997,0.00002932329,0.0001471479,0.0002118904,0.0001616295],"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":[0.00002373854,0.00004817282,0.0003874231,0.0001577229,0.000003937449,0.00005949547,0.0004681998,0.00008636915,0.0006717028,0.09841675,0.6329578,0.2667186],"study_design_scores_gemma":[0.000001083191,0.000002638714,0.0001456941,0.00003382312,0.000001063341,0.00003510427,0.00009328804,0.00003237743,0.00006989171,0.003006518,0.9965765,0.000002166981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005964545,0.0005459798,0.0008687991,0.0008569549,0.0007599661,0.00002482648,0.0006116078,0.0003916875,0.9953436],"genre_scores_gemma":[0.004404636,0.00100078,0.0007007912,0.0005269689,0.0004278368,0.00003679904,0.0009841315,0.0002331927,0.9916848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3794901,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051396170055544,"score_gpt":0.2908205439786321,"score_spread":0.2603065822780767,"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."}}