{"id":"W2041392847","doi":"10.1111/j.1440-6055.2005.00481.x","title":"Larvae of four species of the<i>Hyphydrus lyratus</i>species‐group (Coleoptera: Dytiscidae: Hydroporinae)","year":2005,"lang":"en","type":"article","venue":"Australian Journal of Entomology","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; South Australian Museum","keywords":"Dytiscidae; Biology; Larva; Instar; Appendage; Zoology; Botany; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004243114,0.0001728642,0.0004964512,0.00004423065,0.0000964448,0.00001448547,0.0006622552,0.0001925957,0.003355815],"category_scores_gemma":[0.00005757279,0.00006808737,0.000326057,0.0003032365,0.0004094038,0.0001977825,0.00009779742,0.0002997408,0.00002872464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004845878,"about_ca_system_score_gemma":0.00003344084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112466,"about_ca_topic_score_gemma":0.001419086,"domain_scores_codex":[0.9982265,0.0002019802,0.0007899028,0.0001624385,0.0002299444,0.000389239],"domain_scores_gemma":[0.9985925,0.0001320177,0.000887626,0.00009813521,0.0001805015,0.0001092406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004092835,0.0009687619,0.3405822,0.00005399408,0.0003767042,0.0001914469,0.000542659,0.0002745968,0.6003507,0.01073044,0.02474787,0.0207714],"study_design_scores_gemma":[0.0007235923,0.0014608,0.754459,0.00005386249,0.00008223923,0.0006204489,0.0005555984,0.000008935675,0.1016506,0.001308905,0.1388446,0.0002314347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898223,0.00007858922,0.000002740278,0.005680568,0.0006860964,0.0001109175,0.00002020103,0.000005596693,0.003592991],"genre_scores_gemma":[0.9941074,0.00006462385,0.0002474002,0.000210362,0.000567026,0.00000184575,0.000002878275,0.000001312853,0.004797177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4987001,"threshold_uncertainty_score":0.9975553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360550522122661,"score_gpt":0.2195875038614897,"score_spread":0.185981998640263,"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."}}