{"id":"W6930352164","doi":"10.5281/zenodo.11960928","title":"Ece r110 standard pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil and natural gas; Compressed natural gas; Plaintiff; Corporation; Natural gas; Instrumentation (computer programming)","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":[0.0003783431,0.000168798,0.0001670847,0.0001105157,0.0005646514,0.0004099688,0.0007966724,0.0001312156,0.6705993],"category_scores_gemma":[0.0000816804,0.0001600026,0.0000607185,0.0003002748,0.0001745171,0.00007037239,0.001892091,0.0002516434,0.6647264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753904,"about_ca_system_score_gemma":0.000001250577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732797,"about_ca_topic_score_gemma":0.000007753274,"domain_scores_codex":[0.9985083,0.0001248837,0.0001483171,0.00048014,0.0004602554,0.0002780709],"domain_scores_gemma":[0.9993403,0.000004702854,0.00009586517,0.0003864436,0.00002424847,0.0001484202],"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":[0.000008451726,0.00002164009,0.000003778658,0.00007192622,0.00002932606,0.00002278458,0.0001550033,0.000001787363,0.00007858294,0.0001758909,0.9887798,0.01065103],"study_design_scores_gemma":[0.0001392955,0.00009399212,0.00002670462,0.00007443648,0.0000220515,0.00002687004,0.00008748088,0.00003241599,0.00001964028,0.00009070111,0.9991969,0.0001894827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009800851,0.0001020716,0.0005283204,0.0002267983,0.000185694,0.000327399,0.0006394057,0.0007189869,0.9971733],"genre_scores_gemma":[0.002789213,0.000100345,0.0002517913,0.00008894171,0.0002024442,1.387992e-8,0.0006840989,0.003688735,0.9921944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01046155,"threshold_uncertainty_score":0.6524715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890686489304368,"score_gpt":0.2110583508783421,"score_spread":0.1921514859852984,"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."}}