{"id":"W3207030299","doi":"10.1016/j.zool.2021.125971","title":"Is “zoology” dead?","year":2021,"lang":"en","type":"editorial","venue":"Zoology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Canadian Institute for Advanced Research","keywords":"Biology; Reductionism; Abiotic component; Zoom; Ecology; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000143561,0.0002510707,0.0003839238,0.00002738963,0.0001078991,0.00002933076,0.0004274091,0.001250036,0.5517024],"category_scores_gemma":[0.0003031583,0.0002516322,0.0001464238,0.0001687812,0.0003779305,0.00004510466,0.0005348928,0.000578864,0.02267368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006197072,"about_ca_system_score_gemma":0.00004849335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004513993,"about_ca_topic_score_gemma":0.001624333,"domain_scores_codex":[0.9981647,0.00009570106,0.0002444545,0.0006258522,0.000385613,0.0004837055],"domain_scores_gemma":[0.9990556,0.0002076274,0.0001278566,0.0004684457,0.00002840769,0.0001120242],"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":[0.000008721556,0.00004348441,0.001240901,0.000009307485,0.00001927506,0.00006301467,0.00005503631,2.22973e-7,0.0001284598,0.0001083352,0.9979615,0.0003617607],"study_design_scores_gemma":[0.0002443898,0.00005371759,0.0039563,0.000005044982,0.00003462636,0.000009291261,0.0001430868,0.000001190279,0.0001208626,0.0001390315,0.9950482,0.0002442465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.004489283,0.0003127556,0.00001456487,0.0009558627,0.8596527,0.00009606949,0.000587338,0.00007150606,0.1338199],"genre_scores_gemma":[0.001809852,0.001448486,0.00008985445,0.002941266,0.9223742,0.0001022173,0.00576484,0.00008086008,0.06538836],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5290287,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888496741280011,"score_gpt":0.2677575251279922,"score_spread":0.2488725577151921,"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."}}