{"id":"W2265949539","doi":"","title":"Managing your employees’ social media use","year":2016,"lang":"en","type":"article","venue":"Optometry Times","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Quarter (Canadian coin); Productivity; Advertising; Business; Work (physics); Public relations; Marketing; Computer science; Economics; Political science; Engineering; World Wide Web; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004858492,0.000102011,0.0001347323,0.0002726883,0.0005432121,0.0002064267,0.0003354208,0.00007165185,0.002435422],"category_scores_gemma":[0.0004512715,0.00007879429,0.00007785205,0.0005838139,0.000168418,0.0006073029,0.0001558863,0.00005915602,0.0009965164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007990679,"about_ca_system_score_gemma":0.00002450434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005580837,"about_ca_topic_score_gemma":0.00006677619,"domain_scores_codex":[0.9988152,0.00008665047,0.0001325981,0.000218018,0.0003545217,0.0003929836],"domain_scores_gemma":[0.9993684,0.0003028768,0.00005208924,0.0001287403,0.0000575041,0.00009040253],"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":[0.00002826345,0.0001370099,0.2706996,0.00002469658,0.0001525925,0.00003063162,0.03141365,3.546245e-7,0.000331395,0.1284112,0.09478401,0.4739865],"study_design_scores_gemma":[0.00101745,0.00002466391,0.1557029,0.0001146397,0.00007924706,3.522423e-7,0.008323943,0.00001886732,0.0003502032,0.01077062,0.8228008,0.0007962854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4289978,0.0001190636,0.0006600387,0.003894659,0.0009065133,0.000147395,0.000008569406,0.0003796643,0.5648863],"genre_scores_gemma":[0.9303879,0.00009116189,0.0003056435,0.00005262397,0.0008221905,0.000005017228,0.000002174766,0.00001622328,0.06831712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7280168,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05238540522615037,"score_gpt":0.3497727249950376,"score_spread":0.2973873197688872,"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."}}