{"id":"W6990285762","doi":"","title":"Daree Shatie / Nurul Izzatie Mustafa and Nur Aneesa Kamalullail","year":2022,"lang":"en","type":"other","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certificate; Social media; Sign (mathematics); Organizational chart; Control (management); Business model; Quarter (Canadian coin); Business communication; Business practice; Social media marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001023245,0.000732532,0.0003307595,0.0008728169,0.002370782,0.003448784,0.0005345349,0.0010862,0.08586372],"category_scores_gemma":[0.002471793,0.0002458631,0.0003322962,0.0006228588,0.0005920587,0.002394561,0.00158801,0.001975876,0.03657826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008504312,"about_ca_system_score_gemma":0.002365369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007266,"about_ca_topic_score_gemma":0.003587011,"domain_scores_codex":[0.9993435,0.00009022065,0.00002900234,0.00009794676,0.0003400715,0.00009926003],"domain_scores_gemma":[0.9987274,0.0001724261,0.0001004698,0.00005208527,0.0007196399,0.0002280831],"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":[0.0002581933,0.0003225356,0.006737302,0.001298727,0.00003176745,0.00247085,0.00358089,0.0003122837,0.009980126,0.01540197,0.5724673,0.3871381],"study_design_scores_gemma":[0.000007733857,0.00005527516,0.001978011,0.000164612,0.00001270277,0.002054129,0.0023999,0.0002479504,0.002263599,0.0006633256,0.9901294,0.00002329224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08314233,0.06580633,0.01113126,0.09966624,0.0237116,0.0006701747,0.001356509,0.001451254,0.7130644],"genre_scores_gemma":[0.1556523,0.03847887,0.006842919,0.01539978,0.003189975,0.0001675952,0.0008816729,0.0003517491,0.7790352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9141363,"threshold_uncertainty_score":0.2872428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102202056983037,"score_gpt":0.2116507164492232,"score_spread":0.2006286958793928,"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."}}