{"id":"W4392733738","doi":"10.32388/70f214","title":"Review of: \"A Birds Eye View into MCDM Applications within Digital Marketing\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Multiple-criteria decision analysis; Business; Digital marketing; Marketing; Computer science; Advertising; Operations research; Engineering","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":[0.03875533,0.0007845893,0.001604752,0.005197365,0.003529228,0.008836268,0.003937611,0.007680379,0.05008579],"category_scores_gemma":[0.177325,0.0005492041,0.001113966,0.0029854,0.004192235,0.006375923,0.003263799,0.007591156,0.02397292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004937168,"about_ca_system_score_gemma":0.02263318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007735923,"about_ca_topic_score_gemma":0.01818098,"domain_scores_codex":[0.9787961,0.006521157,0.001453551,0.001151877,0.01145949,0.0006179123],"domain_scores_gemma":[0.73278,0.06105428,0.005658527,0.006765541,0.1816662,0.01207533],"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":[0.00002023544,0.00001032933,0.00005307733,0.0006313657,0.000009544836,0.0000335884,0.0000782682,0.00005341634,0.0001037552,0.002896685,0.9708623,0.02524733],"study_design_scores_gemma":[0.00001267908,0.00002191596,0.0003431138,0.001435495,0.00001552183,0.00005772855,0.0001078689,0.0001458878,0.0001369007,0.002067229,0.995641,0.00001465973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005747571,0.04146984,0.006590006,0.5809524,0.3336583,0.0006043195,0.0009164008,0.0004368701,0.03479712],"genre_scores_gemma":[0.02008983,0.1041846,0.01607435,0.2856175,0.2885198,0.0009455099,0.002556294,0.001529593,0.2804824],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05008579,"threshold_uncertainty_score":0.2049602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228741875733805,"score_gpt":0.3588711955782093,"score_spread":0.3359970080048288,"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."}}