{"id":"W6977325383","doi":"10.6084/m9.figshare.23982576.v1","title":"Marketing","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Information system; Information science; Data collection; Focus (optics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000707566,0.0001632921,0.0001538926,0.0001032576,0.00005291831,0.0005619271,0.002057503,0.000162049,0.0281137],"category_scores_gemma":[0.001161694,0.0001648348,0.00006949891,0.0002382963,0.000002012906,0.000470034,0.001684705,0.0002076083,0.2812927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002186477,"about_ca_system_score_gemma":0.0001074126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001337911,"about_ca_topic_score_gemma":0.00001854548,"domain_scores_codex":[0.9989983,0.00002445227,0.0001549051,0.0004300258,0.0001437516,0.0002485827],"domain_scores_gemma":[0.9984854,0.0002783634,0.0001083433,0.001005362,0.00003306721,0.00008945543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[3.074676e-7,0.00000437208,2.757884e-8,0.0001737888,0.000005645012,0.00006201339,5.847488e-7,3.830555e-7,4.887796e-9,0.000002787996,0.995276,0.004474077],"study_design_scores_gemma":[0.00003305646,0.00000547548,0.00003268544,0.001038899,0.000001206382,0.000006621774,4.162236e-7,0.00009354072,4.83594e-7,0.00003103823,0.9985571,0.0001994833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[3.80019e-9,0.00007268615,0.000001997921,0.00004696905,0.0001951996,0.00008232068,0.9971709,0.0002183621,0.002211582],"genre_scores_gemma":[4.211588e-8,0.000005514437,0.00008126954,0.0003412572,0.0001885855,0.00009288275,0.9988561,0.000009431213,0.0004249557],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.253179,"threshold_uncertainty_score":0.9727747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0690951896067731,"score_gpt":0.2634246775212288,"score_spread":0.1943294879144557,"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."}}