{"id":"W4249530975","doi":"10.1002/ieam.1952","title":"Book Reviews","year":2017,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mistake; Wildlife; Environmental ethics; Political science; Engineering; Law; Ecology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000196806,0.0001378785,0.0001546496,0.00004846138,0.0009180085,0.0001964184,0.0002320014,0.00001572141,0.006239179],"category_scores_gemma":[0.000001492481,0.00009877681,0.00004026795,0.000004230246,0.0006439919,0.0004259715,0.000118347,0.00008607857,0.000251381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009215963,"about_ca_system_score_gemma":0.00000387857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000489995,"about_ca_topic_score_gemma":0.00005029569,"domain_scores_codex":[0.9992477,0.00001512023,0.0001671382,0.0002305113,0.000168533,0.0001709887],"domain_scores_gemma":[0.9994944,0.000003647139,0.0001103312,0.0003103535,0.000002445548,0.00007879013],"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":[0.00001132454,0.0002013726,0.001017709,0.00007046916,0.00007042725,0.00005575657,0.003036345,2.963832e-7,0.0003452222,0.04871823,0.6816458,0.2648271],"study_design_scores_gemma":[0.0002919777,0.00007294277,0.004607828,0.00006266924,0.00003906175,0.000001073603,0.001586902,0.00002689677,0.00001253456,0.0001068702,0.9930643,0.000126963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0135681,0.007472025,0.0001702191,0.003503208,0.001254456,0.0008639558,0.00001584303,0.00006025696,0.973092],"genre_scores_gemma":[0.4004425,0.03980576,0.0007457623,0.007503489,0.0003464942,0.0001699154,0.00005541574,0.00002294925,0.5509078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4221842,"threshold_uncertainty_score":0.9946693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124097094450603,"score_gpt":0.269556478952498,"score_spread":0.238315508007992,"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."}}