{"id":"W4400996329","doi":"10.54254/2754-1169/102/2024ed0063","title":"Analyzing the Reasons of Stable Development of YouTube Short Video Market","year":2024,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Quarter (Canadian coin); Social media; Position (finance); Advertising; Value (mathematics); Business; Marketing; Computer science; World Wide Web; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.001340619,0.0001653938,0.0001377292,0.001641865,0.001529064,0.004178387,0.0004631271,0.0009516947,0.006020091],"category_scores_gemma":[0.005343717,0.0001222753,0.0002674341,0.001549077,0.001124288,0.003402326,0.001016713,0.0009083815,0.0005361519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00353675,"about_ca_system_score_gemma":0.00198919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391246,"about_ca_topic_score_gemma":0.01821363,"domain_scores_codex":[0.9988577,0.0002117932,0.00005714743,0.0001496185,0.0003555735,0.0003681651],"domain_scores_gemma":[0.9972588,0.0009970764,0.0006293645,0.0001028445,0.0007085383,0.0003033277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002807218,0.000211826,0.4256816,0.0003298565,0.0000714359,0.003495567,0.01264471,0.001927035,0.004716,0.4441018,0.02160258,0.08493692],"study_design_scores_gemma":[0.00004167117,0.0001685736,0.69039,0.000430261,0.00008866404,0.0009904744,0.08170744,0.02127595,0.007093672,0.05174683,0.1459249,0.0001415355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888324,0.001205041,0.002346837,0.005814186,0.00006225907,0.0001348222,0.0005093191,0.00002595674,0.1010692],"genre_scores_gemma":[0.9928027,0.000346818,0.000320586,0.0001618152,0.0000225883,0.00002750731,0.0001228811,0.00001064574,0.006184483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391246,"threshold_uncertainty_score":0.02766299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665485305240939,"score_gpt":0.3045131208438436,"score_spread":0.2878582677914343,"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."}}