{"id":"W2901186696","doi":"10.7584/jktappi.2018.10.50.5.12","title":"Characteristics of Commercial Leaflets Sandwiched in Newspaper (Part 5) : Distribution Volume and Trends of Commercial Leaflets by Year","year":2018,"lang":"en","type":"article","venue":"Journal of Korea Technical Association of The Pulp and Paper Industry","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Distribution (mathematics); Advertising; Quarter (Canadian coin); Consumption (sociology); Order (exchange); Business; Marketing; Clothing; Agricultural economics; Mathematics; Economics; Geography; Political science; Sociology; Social science; Finance; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0005105825,0.00009773066,0.0003544667,0.00004197424,0.0000430709,0.00001706386,0.0001271211,0.0003707417,0.00007581963],"category_scores_gemma":[0.0001864514,0.00007257532,0.00005817041,0.0001429869,0.0001031174,0.0001164647,0.00005140177,0.0004284731,2.111902e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006500912,"about_ca_system_score_gemma":0.00002037992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003766562,"about_ca_topic_score_gemma":0.0000266525,"domain_scores_codex":[0.9989085,0.00006298935,0.0006256956,0.00006056574,0.0002154087,0.0001268044],"domain_scores_gemma":[0.9992043,0.00005023792,0.000490675,0.00008251212,0.0001267012,0.00004560621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000586749,0.0003776113,0.6276649,0.0003540948,0.0001940121,0.000001526512,0.0007903408,0.00002246726,0.2004782,0.0001080278,0.06172763,0.1076945],"study_design_scores_gemma":[0.001088958,0.0002337821,0.9674917,0.0003136536,0.00009595086,0.000008758067,0.00005780634,0.0001078627,0.01324648,0.00009821584,0.0171088,0.0001479709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975718,0.00009654654,0.00001855915,0.001375389,0.0002252532,0.00003948206,0.0001310248,0.000006508928,0.0005354089],"genre_scores_gemma":[0.9994479,0.0001032134,0.00003372934,0.00005285234,0.0002251064,7.451892e-7,0.00000996972,0.000009376382,0.0001170911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3398269,"threshold_uncertainty_score":0.2959536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009629364880274854,"score_gpt":0.2178631638929811,"score_spread":0.2082337990127062,"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."}}