{"id":"W4238493808","doi":"10.1190/tle29050609.1","title":"Reviews","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Environmental ethics; Philosophy; Sociology","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":["insufficient_payload"],"category_scores_codex":[0.0002619348,0.00007720913,0.00007745503,0.000001042177,0.0001289892,0.00001241916,0.0002742602,0.00003437973,0.002108388],"category_scores_gemma":[0.00002013955,0.0000467578,0.00004056381,0.00007403379,0.0002349405,0.00006643723,0.0001302205,0.0002141361,0.009360243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003370237,"about_ca_system_score_gemma":9.368251e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003392619,"about_ca_topic_score_gemma":0.00004000758,"domain_scores_codex":[0.9995062,0.00002035114,0.00009267028,0.0001261647,0.0000896428,0.0001649106],"domain_scores_gemma":[0.9996046,0.00002060811,0.00003627972,0.0002925828,3.168881e-7,0.00004557929],"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":[0.00001375939,0.0001377476,0.1963971,0.00001110643,0.00001389017,0.000008967805,0.002479052,0.004131563,0.160931,0.003110855,0.141333,0.491432],"study_design_scores_gemma":[0.00006097687,0.00001207689,0.03224182,0.000002916546,0.000008537409,0.00001397428,0.00002081463,0.001612612,0.0002182616,0.0007501711,0.964941,0.0001168334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8605607,0.00006300474,0.00305758,0.0007833106,0.0005323106,0.0001859619,2.236227e-7,0.00004977295,0.1347672],"genre_scores_gemma":[0.9485504,0.0001154999,0.01018246,0.001354387,0.0001463692,0.00001658699,7.93114e-7,0.00001770157,0.03961581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.823608,"threshold_uncertainty_score":0.9988038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182129185738019,"score_gpt":0.2304210306313941,"score_spread":0.218599738774014,"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."}}