{"id":"W7018918922","doi":"","title":"ENT 530 Social Media Portfolio: Young Living / Muhammad Izzam Razali","year":2021,"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":"Social media; Expiration date; Young adult; Quality (philosophy); Selection (genetic algorithm); Consumption (sociology)","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":["insufficient_payload"],"category_scores_codex":[0.0005665392,0.0006787456,0.0003731859,0.0009639211,0.001603448,0.00225058,0.000389672,0.001004494,0.4668477],"category_scores_gemma":[0.001414627,0.0001329826,0.0001876821,0.0006514952,0.0002274381,0.001985112,0.001742695,0.0008212051,0.2637251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406381,"about_ca_system_score_gemma":0.0008188316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606313,"about_ca_topic_score_gemma":0.004380612,"domain_scores_codex":[0.9998155,0.0000259261,0.00000805233,0.00002570835,0.00008628907,0.00003852783],"domain_scores_gemma":[0.9990128,0.0001207165,0.00003847403,0.00003665386,0.0002921594,0.000499184],"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":[0.0000170672,0.00002732889,0.00009736366,0.00007212003,8.380514e-7,0.0000592884,0.00005831369,0.000006901151,0.0001377374,0.0005436079,0.930441,0.06853833],"study_design_scores_gemma":[0.000003458266,0.0000132934,0.0004140041,0.00004858278,0.000001343821,0.00007819234,0.0001338956,0.00002896916,0.00008932545,0.0001237591,0.9990621,0.000003159098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002811585,0.008418163,0.0006030087,0.01686234,0.008161595,0.0002368191,0.004993367,0.002202759,0.9557105],"genre_scores_gemma":[0.004863566,0.003939,0.0003250568,0.002353379,0.002037848,0.00009279369,0.001386123,0.0002958053,0.9847065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5331523,"threshold_uncertainty_score":0.7604771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995651670385525,"score_gpt":0.2374739036623793,"score_spread":0.2175173869585241,"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."}}