{"id":"W4206267329","doi":"10.1093/ae/tmab065","title":"Paul R. Ehrlich: Of Bombs and Butterflies","year":2021,"lang":"en","type":"article","venue":"American Entomologist","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biologist; Population; The arctic; Entomology; Environmental ethics; History; Biology; Ecology; Sociology; Demography; Philosophy; Oceanography; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.00009959713,0.00006002031,0.0001313073,0.00003261469,0.00003304774,0.000009732221,0.00008049032,0.00002184657,0.0005097593],"category_scores_gemma":[0.00003585449,0.00005154528,0.0000217194,0.0002322835,0.0006512405,0.00003053044,0.00003226033,0.00005499588,0.00005195738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006366213,"about_ca_system_score_gemma":0.00002679496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561605,"about_ca_topic_score_gemma":0.00007246248,"domain_scores_codex":[0.9994206,0.00004465659,0.0001136564,0.0001987369,0.00007266368,0.0001497003],"domain_scores_gemma":[0.9995927,0.00007981464,0.00009530534,0.0001501343,0.00003652051,0.00004549879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004324846,0.0002058419,0.9141086,0.000009716698,0.0000377086,0.00008144019,0.003789209,6.745489e-7,0.004339587,0.01546281,0.01664298,0.04527823],"study_design_scores_gemma":[0.0001127822,0.0002742657,0.9722733,0.000006055579,0.00001444013,0.0002118895,0.008875642,0.000004860076,0.002222535,0.0006847115,0.01520138,0.0001181668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835573,0.0004410858,0.0001330693,0.001756884,0.0002532438,0.00002861017,0.00001649669,0.00001822421,0.01379512],"genre_scores_gemma":[0.9958304,0.0000569383,0.0004541097,0.0005316276,0.00004691098,0.000005835026,0.00001465285,0.00000319935,0.003056309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05816472,"threshold_uncertainty_score":0.5581507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161232610614946,"score_gpt":0.3334894568260972,"score_spread":0.3018771307199477,"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."}}