{"id":"W6995310108","doi":"","title":"OIRA Reinvigorated","year":2019,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memorandum; Staffing; Regulatory affairs; Directive; Interim; Legislation; Regulatory reform; Regulatory authority; Compliance (psychology)","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":[0.01277808,0.001227114,0.001034067,0.003827301,0.005005444,0.01249708,0.002983781,0.00718044,0.0582716],"category_scores_gemma":[0.0290341,0.001298399,0.00149897,0.002906537,0.005086077,0.005485408,0.008699192,0.01384815,0.06723242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01003392,"about_ca_system_score_gemma":0.03408193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08144137,"about_ca_topic_score_gemma":0.08242281,"domain_scores_codex":[0.9739856,0.002929676,0.001799322,0.003458622,0.01162582,0.006200914],"domain_scores_gemma":[0.9710741,0.00314833,0.001942229,0.003404839,0.01617454,0.004255999],"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":[0.0001222372,0.0001128863,0.001613059,0.0003381955,0.00002387141,0.000316443,0.001201364,0.0001703809,0.0009596752,0.1773211,0.757778,0.06004276],"study_design_scores_gemma":[0.000002416955,0.000009559946,0.000349288,0.00003635625,0.000002249359,0.00002564662,0.00005763456,0.00001019186,0.00007197699,0.0003103808,0.999116,0.000008291113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006804015,0.007076483,0.007255014,0.03846284,0.0427399,0.0006157382,0.004593001,0.00270267,0.8897502],"genre_scores_gemma":[0.02997694,0.00253472,0.005046034,0.04384383,0.002953082,0.0006807158,0.002028294,0.001058606,0.9118778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08144137,"threshold_uncertainty_score":0.1949379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009415195757117861,"score_gpt":0.1954025511542473,"score_spread":0.1859873553971294,"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."}}