{"id":"W7105992794","doi":"10.5281/zenodo.17643430","title":"RAQAMLI BRENDING ORQALI MODA DIZAYNINING OMMAVIYLASHUVI: MEDIA INFLUENCERLAR ROLINING TAHLILI\"","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Miller Group (Canada)","funders":"","keywords":"Clothing; Fashion industry; Subject (documents); The Internet","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003596775,0.0003919956,0.0004464629,0.0009464775,0.01344241,0.002381643,0.00196208,0.0002469335,0.06743073],"category_scores_gemma":[0.008149733,0.0004543825,0.0001390035,0.004829227,0.001169323,0.0008843034,0.001817145,0.0008217173,0.001894576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000615505,"about_ca_system_score_gemma":0.00006943363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005311138,"about_ca_topic_score_gemma":0.00004149691,"domain_scores_codex":[0.9947391,0.001347488,0.0009478068,0.0009486137,0.0009912832,0.001025671],"domain_scores_gemma":[0.9961822,0.000313333,0.0004482615,0.000669588,0.002081197,0.000305434],"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":[0.00009650421,0.0003660467,0.0004200882,0.0002584682,0.0003786574,0.00001829259,0.1966636,0.0001927418,0.001235572,0.1373254,0.2746418,0.3884029],"study_design_scores_gemma":[0.0006787562,0.00008111249,0.003477883,0.0003141715,0.00007076468,0.00000860339,0.07289819,0.0002687648,0.0001782188,0.0007479908,0.9208575,0.0004180287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08978613,0.002572058,0.004159797,0.01108383,0.003179075,0.001220798,0.0002732468,0.001808975,0.8859161],"genre_scores_gemma":[0.9883909,0.001284177,0.000433565,0.001030577,0.001024741,2.815155e-7,0.0007712895,0.000923532,0.006140935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8986048,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230000032146345,"score_gpt":0.3346960994017854,"score_spread":0.2823960990803219,"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."}}