{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164026,0.00044922,0.0002009135,0.0008481006,0.003488905,0.01119183,0.0006082965,0.00154655,0.04831105],"category_scores_gemma":[0.002471024,0.00024717,0.0003231289,0.0007530141,0.003081147,0.004990001,0.005250519,0.002343322,0.009497297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895112,"about_ca_system_score_gemma":0.003883875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005981856,"about_ca_topic_score_gemma":0.01322533,"domain_scores_codex":[0.9987051,0.0004195752,0.00003916606,0.0001982774,0.0003400414,0.0002977715],"domain_scores_gemma":[0.9985211,0.0004468734,0.0001606225,0.000163908,0.0003093759,0.0003981385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002778442,0.0002553379,0.007914099,0.0005754575,0.00002790462,0.0005737912,0.04225639,0.0004041417,0.007778884,0.5665545,0.09717286,0.2762087],"study_design_scores_gemma":[0.00002158767,0.00009368014,0.009122573,0.000262627,0.00002275974,0.0002331602,0.01795951,0.0005688698,0.004907293,0.02837799,0.9383844,0.00004560019],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05558124,0.002741637,0.008760458,0.02288191,0.0009765218,0.0000838484,0.0001826394,0.0004511213,0.9083407],"genre_scores_gemma":[0.504464,0.002374197,0.006004949,0.002862192,0.0003662459,0.0001192206,0.0001601009,0.0002967213,0.4833523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04831105,"threshold_uncertainty_score":0.1616166,"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."}}