{"id":"W47277322","doi":"10.1177/073953290002100108","title":"How Demographic Variables Affect Newspaper Delivery","year":2000,"lang":"en","type":"article","venue":"Newspaper Research Journal","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Reliability (semiconductor); Affect (linguistics); Service delivery framework; Rhetoric; Service (business); Business; Advertising; Sociology; Marketing","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":[],"category_scores_codex":[0.001293426,0.0002599331,0.0002768883,0.0005605174,0.000573931,0.001029569,0.0005327036,0.0001854617,0.00368211],"category_scores_gemma":[0.0001035265,0.0002142514,0.0001948694,0.0008227762,0.0001709624,0.0007292894,0.00004140954,0.001634978,0.000348431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251923,"about_ca_system_score_gemma":0.0001098179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012068,"about_ca_topic_score_gemma":0.00007344697,"domain_scores_codex":[0.9970819,0.0003030479,0.0002586014,0.0001127298,0.0009357212,0.001308048],"domain_scores_gemma":[0.9986413,0.000281543,0.00002199214,0.000332804,0.0001572258,0.0005651038],"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":[0.0002187046,0.0001727596,0.01117124,0.0001709319,0.0006707847,0.0002778981,0.005830289,0.009737346,0.08803771,0.0008567938,0.5154297,0.3674259],"study_design_scores_gemma":[0.001062216,0.0002772171,0.01359735,0.0001497206,0.00003298884,0.0009518762,0.001035039,0.0009757216,0.002563111,0.001200666,0.9776487,0.0005054431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303501,0.004077028,0.00006314499,0.001806095,0.0003177695,0.0001880455,0.000008433457,0.000202629,0.06298681],"genre_scores_gemma":[0.9729944,0.01020671,0.0003638605,0.0002273749,0.001625754,0.00001530833,0.000004142278,0.00009269077,0.01446971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.462219,"threshold_uncertainty_score":0.9972287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03466772093167691,"score_gpt":0.3006915210062472,"score_spread":0.2660238000745703,"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."}}