{"id":"W3195770463","doi":"10.2172/1812575","title":"FERMI (Q1 Project Report: May-June 2021): LLNL Contribution (short version)","year":2021,"lang":"en","type":"report","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum; Nuclear power; Quarter (Canadian coin); Petroleum product; Commission; Economics; Economy; Nuclear physics; Geography; Physics; Finance; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003500078,0.001164657,0.000521677,0.002264053,0.001240497,0.00378927,0.001191681,0.002123826,0.218386],"category_scores_gemma":[0.003982438,0.0003620549,0.0004387184,0.001912573,0.0002959419,0.001563908,0.001611475,0.001210419,0.1803471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00379154,"about_ca_system_score_gemma":0.007984485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03570091,"about_ca_topic_score_gemma":0.0388456,"domain_scores_codex":[0.9982283,0.0001360034,0.00005569514,0.0001607968,0.001093562,0.0003257121],"domain_scores_gemma":[0.9971517,0.0002582271,0.0001519683,0.0002071453,0.001633927,0.0005969888],"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":[0.0001605982,0.00003511645,0.0002996529,0.0001082023,0.000003125012,0.00003351497,0.00002157382,0.0001016084,0.0004153991,0.001310309,0.9809014,0.01660942],"study_design_scores_gemma":[0.00002306878,0.00004673253,0.002144025,0.00005030782,0.000003211012,0.00002187846,0.00003178311,0.00007196854,0.0007382884,0.000469956,0.9963897,0.000008993267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004243026,0.00301071,0.003283986,0.01296763,0.009795624,0.001422942,0.370237,0.004486622,0.5905524],"genre_scores_gemma":[0.01027901,0.001525507,0.002865602,0.001878504,0.0007741834,0.0008396136,0.1628572,0.001665064,0.8173153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.218386,"threshold_uncertainty_score":0.7305739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147117880697863,"score_gpt":0.3476551787805069,"score_spread":0.3161839999735283,"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."}}