{"id":"W4251352727","doi":"10.1190/tle39040286.1","title":"Reviews","year":2020,"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 Calgary; College of Veterinarians of British Columbia","funders":"","keywords":"Oil shale; Philosophy; Environmental ethics; Engineering; Art history; Art; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001019874,0.001248628,0.001346587,0.003050421,0.0008591764,0.005317597,0.002053566,0.002667078,0.3914315],"category_scores_gemma":[0.005676431,0.0004017429,0.000899099,0.002868731,0.0007315198,0.003628778,0.002797708,0.002879132,0.3200445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906288,"about_ca_system_score_gemma":0.003913691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612171,"about_ca_topic_score_gemma":0.003026043,"domain_scores_codex":[0.9986016,0.0001709365,0.0001168506,0.0002982485,0.0006674624,0.0001447938],"domain_scores_gemma":[0.99779,0.0004163755,0.00016062,0.000233717,0.001036897,0.0003625009],"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":[0.00002367328,0.00001381683,0.00004464545,0.001046764,0.000009706125,0.0000524099,0.00004078854,0.00004738101,0.000180165,0.004251036,0.8782216,0.1160679],"study_design_scores_gemma":[0.00000234505,0.000003535646,0.00004169393,0.0003062564,0.000002779146,0.00005639026,0.00001157793,0.000003373573,0.00002036837,0.0005262322,0.9990236,0.000001976693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004819162,0.3861903,0.002039484,0.03713995,0.09240017,0.0002180658,0.008189338,0.001504125,0.4718366],"genre_scores_gemma":[0.004700998,0.3204005,0.001878404,0.03126925,0.03588666,0.0002405029,0.009899378,0.0008601979,0.5948641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6085685,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708479261364675,"score_gpt":0.2301560363109429,"score_spread":0.2030712436972962,"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."}}