{"id":"W4388269763","doi":"10.1564/as.2023.0125","title":"Book Review","year":2023,"lang":"en","type":"article","venue":"Outlooks on Pest Management","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Agriculture; Political science; Environmental ethics; Population; Social science; Sociology; Geography; Law; Archaeology","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":[0.0007151816,0.0006259994,0.0009532755,0.002293679,0.0006594399,0.003203939,0.001646946,0.001857134,0.1872283],"category_scores_gemma":[0.004568592,0.0002871819,0.0007197051,0.002884312,0.0004952184,0.002325268,0.001342804,0.002523687,0.1196049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217464,"about_ca_system_score_gemma":0.002412286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848159,"about_ca_topic_score_gemma":0.003343366,"domain_scores_codex":[0.9992901,0.0000951331,0.00005783909,0.0001050406,0.0003925088,0.00005932715],"domain_scores_gemma":[0.998482,0.0004418459,0.000114701,0.00007547063,0.0006715401,0.0002143996],"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":[0.00002118417,0.0000227902,0.00005582527,0.001291968,0.00001182236,0.0001112247,0.00004666097,0.00007141011,0.000156173,0.002635076,0.849159,0.1464169],"study_design_scores_gemma":[0.000003499357,0.000008142055,0.00007594714,0.0006223875,0.000005729203,0.0002862396,0.00001769095,0.000008068268,0.00002883654,0.0004841517,0.9984561,0.000003153198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0006128302,0.6583365,0.001910661,0.03030369,0.05013987,0.0001711865,0.002604336,0.0003694488,0.2555516],"genre_scores_gemma":[0.003987189,0.5211819,0.002473839,0.02484606,0.02160461,0.0001818614,0.003852252,0.0003111915,0.421561],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1872283,"threshold_uncertainty_score":0.626341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007390098385859084,"score_gpt":0.2311395874357304,"score_spread":0.2237494890498714,"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."}}