{"id":"W4212976215","doi":"10.32920/19158047","title":"Benefits, Failures &amp; Implementation of Intranets: An Intranet Action Plan For Goeasy Ltd.","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph-Humber","funders":"","keywords":"Intranet; Procurement; Business; Knowledge management; Plan (archaeology); Work (physics); The Internet; Public relations; Computer science; World Wide Web; Engineering; Marketing","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":[0.01448692,0.0005757317,0.0002073704,0.0008970777,0.003448381,0.006689324,0.002008091,0.005251834,0.005858886],"category_scores_gemma":[0.01422273,0.0002808253,0.000409604,0.0005948232,0.001267243,0.003955959,0.003663162,0.003132371,0.00132854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006623401,"about_ca_system_score_gemma":0.06635174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03795945,"about_ca_topic_score_gemma":0.08506705,"domain_scores_codex":[0.9946588,0.001640759,0.000200441,0.0001805906,0.001908676,0.001410877],"domain_scores_gemma":[0.9873317,0.001773047,0.0006715404,0.0003729632,0.00314174,0.006708916],"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":[0.0009361547,0.008653968,0.05987225,0.002318739,0.00008760563,0.01078107,0.02771916,0.006905074,0.02142103,0.05318286,0.332668,0.4754541],"study_design_scores_gemma":[0.0004018521,0.006737536,0.07575542,0.001988411,0.0001288882,0.001418774,0.1280519,0.008610128,0.008624123,0.01326365,0.754831,0.00018837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4561833,0.002367023,0.01818124,0.3773346,0.00185074,0.007116221,0.001256465,0.001439684,0.1342708],"genre_scores_gemma":[0.7407117,0.003266498,0.1004455,0.03163558,0.0002189046,0.004430387,0.00242538,0.0002499163,0.1166161],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03795945,"threshold_uncertainty_score":0.0766151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.159793779747438,"score_gpt":0.3699695483571744,"score_spread":0.2101757686097364,"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."}}