{"id":"W2184470629","doi":"10.1080/09571264.2015.1092120","title":"Does objective and subjective knowledge vary between opinion leaders and opinion seekers? Implications for wine marketing","year":2015,"lang":"en","type":"article","venue":"Journal of Wine Research","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Wine; Seekers; Opinion leadership; Expert opinion; Marketing; Business; Advertising; Psychology; Public relations; Political science; Food science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00466775,0.0001310217,0.0002614137,0.0005530698,0.000309404,0.0001947957,0.0001774815,0.0001149683,0.000007776694],"category_scores_gemma":[0.001692916,0.00008973665,0.00005833779,0.000491039,0.0001890878,0.001020162,0.0002097838,0.0005222336,0.000004451986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007804247,"about_ca_system_score_gemma":0.0001471127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001076083,"about_ca_topic_score_gemma":8.317099e-7,"domain_scores_codex":[0.9987223,0.0001101119,0.0003422728,0.0002149891,0.0002775719,0.0003327979],"domain_scores_gemma":[0.9974384,0.0008209977,0.0002344952,0.0001196987,0.001309113,0.00007732076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001141367,0.0002564059,0.186519,0.0008018911,0.0003357353,0.000007611334,0.001485779,0.00002162541,0.00088269,0.0004108097,0.7902598,0.01787732],"study_design_scores_gemma":[0.003259692,0.0003032845,0.5509565,0.0005682579,0.00006401312,0.00004238407,0.009304275,0.0005823389,0.0001479422,0.0135722,0.4209067,0.0002923968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5419352,0.001210165,0.001504941,0.4387901,0.001561944,0.001604248,0.00003865972,0.00006330488,0.01329138],"genre_scores_gemma":[0.8845024,0.00002841163,0.0004874502,0.00005219596,0.1144135,0.00001871468,0.0000179979,0.00003397293,0.0004454332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387379,"threshold_uncertainty_score":0.3659354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728684229289943,"score_gpt":0.4051954308052428,"score_spread":0.2323270078762484,"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."}}