{"id":"W6912969421","doi":"10.5281/zenodo.6974174","title":"D.4.2.1. Guidance document on implementation of Monitoring and Reporting of MRV","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Legislature; Process (computing); Inclusion (mineral); Emissions trading; Amendment; Momentum (technical analysis); Legislative process","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009637612,0.00005137711,0.00008708539,0.00005062383,0.0008492142,0.00002753918,0.0002356833,0.000009171747,0.03417075],"category_scores_gemma":[0.00009475433,0.00005362088,0.00002095657,0.0002460488,0.00007021651,0.00007369155,0.000545606,0.00008261765,0.00005141567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000810624,"about_ca_system_score_gemma":0.000001153751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123797,"about_ca_topic_score_gemma":1.47445e-7,"domain_scores_codex":[0.9988353,0.00008530098,0.0004254609,0.0001862877,0.0003395669,0.0001280501],"domain_scores_gemma":[0.9993843,0.000008862199,0.00035824,0.0001688359,0.00002900085,0.00005073886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001295892,0.0004175358,0.01519885,0.0001623958,0.00003329919,0.00002404886,0.006988303,0.007017083,0.2277288,0.002556332,0.01847524,0.7212685],"study_design_scores_gemma":[0.0008994026,0.001250376,0.2094839,0.00005576511,0.00002213771,0.00007012495,0.004862387,0.0003653879,0.04428482,0.0003083877,0.7381161,0.0002812235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615122,0.00002116996,0.000223153,0.0001298489,0.00003251052,0.0001900917,0.00003542772,0.00005326853,0.03780232],"genre_scores_gemma":[0.9992989,0.00001482403,0.0003193803,0.000008160333,0.000008709404,5.299821e-8,0.00005108439,0.0001099329,0.0001890044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7209873,"threshold_uncertainty_score":0.9667122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333049999141503,"score_gpt":0.2850041338744496,"score_spread":0.2516991339602992,"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."}}