{"id":"W7098141629","doi":"","title":"Analytical Paper Series — Service Industries Division Analytical Paper Series","year":2003,"lang":"en","type":"article","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Government (linguistics); Division (mathematics); Service (business); Tertiary sector of the economy; Subject (documents)","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":[0.000367188,0.0002445186,0.0003388244,0.00008398929,0.0002180835,0.0001161469,0.0001154994,0.0002408454,0.005788351],"category_scores_gemma":[0.00159355,0.0001996879,0.0000741677,0.0006781576,0.00008538672,0.0009953149,0.00005712057,0.000227085,0.0001679459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004903993,"about_ca_system_score_gemma":0.0000815352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003906589,"about_ca_topic_score_gemma":0.000533147,"domain_scores_codex":[0.9982755,0.0001174559,0.00053592,0.0003087434,0.0004248283,0.0003376217],"domain_scores_gemma":[0.9986636,0.0003119796,0.00009751442,0.0004292111,0.0003342821,0.0001634008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003389381,0.0001184598,0.03778677,0.00009164662,0.00004609381,0.000006115297,0.0002239596,0.0000744171,0.00004611753,0.9464736,0.01419512,0.0009038104],"study_design_scores_gemma":[0.001794824,0.0003566516,0.2634455,0.0001836144,0.0006985913,0.0001049767,0.002744431,0.00841854,0.001351035,0.3737299,0.3454961,0.0016759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933361,0.00006659342,0.003198973,0.01569657,0.0003611997,0.0005058103,0.00002860285,0.0004907577,0.08631537],"genre_scores_gemma":[0.9829123,0.00001658051,0.007413524,0.001083369,0.00008270181,0.00001123224,0.00004838219,0.00003813607,0.008393797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5727438,"threshold_uncertainty_score":0.9951205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06696822980536611,"score_gpt":0.3273566949312229,"score_spread":0.2603884651258568,"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."}}