{"id":"W7098724964","doi":"","title":"Ensuring Gasoline Pump Accuracy and Consumer Confidence in a Changing Market Acknowledgments","year":2003,"lang":"en","type":"article","venue":"","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publicity; Profit (economics); Reproduction; Market research; Profit margin","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":[0.0002757934,0.0001101693,0.0001070859,0.00007922814,0.00004409474,0.00003174493,0.00007184284,0.00006255689,0.0001000822],"category_scores_gemma":[0.0002146095,0.00009746027,0.00002337938,0.00009841105,0.00002176527,0.000008164751,0.00008554247,0.00005614663,0.00000734126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005632111,"about_ca_system_score_gemma":0.00002411186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006030455,"about_ca_topic_score_gemma":0.00001424082,"domain_scores_codex":[0.9993506,0.00002646736,0.0001880874,0.0001537183,0.00004758568,0.0002335258],"domain_scores_gemma":[0.9996863,0.00001678922,0.00004639824,0.0001759725,0.00003235454,0.00004217196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004466764,0.000607393,0.2059021,0.0008213258,0.0004636076,0.00002549494,0.002594621,0.0001183981,0.7365403,0.01056758,0.006989504,0.03492296],"study_design_scores_gemma":[0.006968336,0.000347372,0.02690916,0.0002761099,0.00005342564,0.0003212885,0.004617565,0.007974064,0.7650968,0.0006992261,0.1852326,0.001503983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763966,0.001319428,0.0009589351,0.00003594304,0.00006486732,0.000168412,0.000002140136,0.00000642944,0.02104729],"genre_scores_gemma":[0.9954634,0.0007874657,0.001097368,0.0001508421,0.00001822901,0.00001420889,0.00001038343,0.000009445987,0.002448679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.178993,"threshold_uncertainty_score":0.3974315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395128957413908,"score_gpt":0.2443676866840339,"score_spread":0.2304163971098948,"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."}}