{"id":"W4243855594","doi":"10.1117/3.2207310.bm","title":"Back Matter","year":2016,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science","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":["insufficient_payload"],"category_scores_codex":[0.0004737904,0.001845734,0.0008302107,0.002052201,0.001901249,0.005335884,0.001292137,0.002237013,0.905202],"category_scores_gemma":[0.001831955,0.0006306001,0.0007111101,0.001116639,0.001308735,0.002505776,0.00276412,0.001919264,0.8997424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009988291,"about_ca_system_score_gemma":0.001207485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003663133,"about_ca_topic_score_gemma":0.005891686,"domain_scores_codex":[0.9996252,0.00002576113,0.00001091154,0.00009557373,0.0001607222,0.00008175673],"domain_scores_gemma":[0.9994786,0.00007777275,0.00002166055,0.000135149,0.0001657096,0.000121071],"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":[0.00006722614,0.0001084781,0.0001466458,0.0001834277,0.00001188868,0.0000860011,0.0000516751,0.0002249451,0.002928866,0.005224328,0.8684956,0.122471],"study_design_scores_gemma":[0.00001001291,0.00001983017,0.0002687341,0.0001081058,0.000006089334,0.00009221795,0.00005566806,0.0003805796,0.00203769,0.002082458,0.9949284,0.00001028842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006467389,0.0002596314,0.001488191,0.000670348,0.001270879,0.0000818214,0.001702296,0.003739858,0.9901403],"genre_scores_gemma":[0.001585843,0.0001975189,0.0004511169,0.0001359251,0.00006065504,0.00002466945,0.0009962085,0.00040338,0.9961445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09479803,"threshold_uncertainty_score":0.1352179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394802093227541,"score_gpt":0.2735931173006509,"score_spread":0.2496450963683755,"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."}}