{"id":"W6983510024","doi":"","title":"Microfabricated separations and GCxGC provide very strong themes Report on the 26th International Symposium on Capillary Chromatography & Electrophoresis, held in Las Vegas, USA, 18‚Äö-22 May 2003","year":2003,"lang":"en","type":"article","venue":"Figshare","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Column (typography); Capillary electrophoresis; Analytical Chemistry (journal)","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":[0.0001491649,0.0002036745,0.0001758632,0.0001498676,0.0001648729,0.00009638625,0.0001415151,0.0001016398,0.0121482],"category_scores_gemma":[0.001369435,0.0001609185,0.00006217571,0.0003981135,0.00001368558,0.000119465,0.00002809349,0.0002189231,0.0001763313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008304173,"about_ca_system_score_gemma":0.00008311856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003877769,"about_ca_topic_score_gemma":0.0001598658,"domain_scores_codex":[0.9986567,0.0001186483,0.000389466,0.0003089496,0.0002970415,0.0002291312],"domain_scores_gemma":[0.9988507,0.0002999491,0.0002574768,0.0003715092,0.0001671508,0.00005321301],"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":[0.00005065158,0.0002779448,0.01046561,0.0001171392,0.00009894353,0.00005124898,0.0002936746,0.000252103,0.00119067,0.01096933,0.9760991,0.000133579],"study_design_scores_gemma":[0.001550593,0.0002744495,0.08302415,0.00252307,0.0001010519,0.0005243344,0.0001376719,0.002547038,0.01666081,0.005883225,0.885594,0.001179657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987363,0.001386416,0.00008840871,0.003615893,0.0005696412,0.004032945,0.0256652,0.0003192361,0.06558594],"genre_scores_gemma":[0.9751878,0.00004588532,0.0006371354,0.0003352223,0.00008908413,0.0003248879,0.02142952,0.00004780422,0.001902621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09050516,"threshold_uncertainty_score":0.9887548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06217960952510748,"score_gpt":0.3201572889057284,"score_spread":0.2579776793806209,"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."}}