{"id":"W4411618306","doi":"10.51847/vbrmmjyxaq","title":"10.51847/VbrmMjYXAq","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social commerce; Business; E-commerce; Marketing; Social media; Advertising; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009115048,0.0006466534,0.0004815145,0.001698305,0.0009843914,0.003120382,0.0006941057,0.001698959,0.8768011],"category_scores_gemma":[0.001727436,0.0002538167,0.0003606583,0.001783023,0.0005326967,0.00223277,0.00162799,0.0009113137,0.8046272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008931818,"about_ca_system_score_gemma":0.0007461545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261522,"about_ca_topic_score_gemma":0.002196068,"domain_scores_codex":[0.9994152,0.0001371192,0.00005356732,0.0001217344,0.0001621788,0.0001102275],"domain_scores_gemma":[0.9989775,0.0002721501,0.00007574747,0.0001455207,0.0003193114,0.0002097693],"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":[0.0003022779,0.000456196,0.005487041,0.0003799272,0.00002138111,0.000269232,0.0003594784,0.0002665399,0.003725596,0.007255503,0.1237205,0.8577563],"study_design_scores_gemma":[0.0001039701,0.0002360678,0.01190455,0.0004087629,0.00002625831,0.0007447011,0.0008682699,0.001135266,0.001278267,0.002635791,0.9806241,0.00003391694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01401341,0.001259055,0.003504955,0.001943971,0.001056237,0.000162297,0.00127808,0.0015328,0.9752493],"genre_scores_gemma":[0.03147034,0.0008463975,0.004067043,0.0006125681,0.0001886935,0.0001334229,0.001292705,0.0002908074,0.961098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1231989,"threshold_uncertainty_score":0.1757281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007805211779844126,"score_gpt":0.2190739719546908,"score_spread":0.2112687601748466,"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."}}