{"id":"W7099272180","doi":"","title":"Disclaimer: layout of this document may differ from the published version. [ Downloaded 17/05/2016 at 23:59:03]","year":2016,"lang":"en","type":"article","venue":"","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Concurrence; Quarter (Canadian coin); Capital (architecture)","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":["insufficient_payload"],"category_scores_codex":[0.00009221173,0.000157433,0.0001495691,0.000005640267,0.00007023349,0.00002297315,0.0004424899,0.00008617955,0.09525714],"category_scores_gemma":[0.00005181152,0.0000725374,0.0001018996,0.0000853942,0.0001833861,0.0002298634,0.0005448105,0.00008448038,0.001485351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959897,"about_ca_system_score_gemma":0.000004643131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002465228,"about_ca_topic_score_gemma":0.00001212132,"domain_scores_codex":[0.9988685,0.00001343476,0.0002125508,0.000309877,0.000340554,0.0002551444],"domain_scores_gemma":[0.99912,0.0002140975,0.00005693346,0.0004784664,0.000004787289,0.0001257031],"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":[0.00002704425,0.00002959419,0.00510578,0.00000297249,0.00001914604,0.000001192285,0.00007629999,0.00001613897,0.7321581,0.00001886611,0.2619188,0.0006260038],"study_design_scores_gemma":[0.0006582041,0.00001166203,0.005922111,0.00003665784,0.0000216389,0.000001670693,0.00003340517,0.00004272549,0.8783544,0.0002665143,0.1144569,0.0001941229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254992,0.00004599156,0.0001227629,0.005912375,0.0001336078,0.0001073459,0.00007235532,0.0000645326,0.06804185],"genre_scores_gemma":[0.9476587,0.00002204009,0.0001348423,0.0002237868,0.00005720457,0.000009649933,0.00002302221,0.000009377282,0.05186144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147462,"threshold_uncertainty_score":0.9992921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00388208522815365,"score_gpt":0.1747897907280569,"score_spread":0.1709077054999032,"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."}}