{"id":"W1910991824","doi":"10.1111/j.1365-3113.2005.00320.x","title":"Association of insect life stages using DNA sequences: the larvae of <i>Philodytes umbrinus</i> (Motschulsky) (Coleoptera: Dytiscidae)","year":2005,"lang":"en","type":"article","venue":"Systematic Entomology","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dytiscidae; Biology; Phylogenetic tree; Larva; Zoology; Taxonomy (biology); Mitochondrial DNA; Phylogenetics; DNA barcoding; Ecology; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009470026,0.000193859,0.00009828649,0.0005862832,0.0003863948,0.0003136798,0.0001247012,0.0002902477,0.001808141],"category_scores_gemma":[0.0003710747,0.00008837115,0.0001026144,0.000424467,0.0001996099,0.0001707176,0.000181943,0.0002195251,0.0004635137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106046,"about_ca_system_score_gemma":0.0001776962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007414523,"about_ca_topic_score_gemma":0.02026661,"domain_scores_codex":[0.9999074,0.0000139911,0.00001034959,0.00003365452,0.0000213904,0.00001322382],"domain_scores_gemma":[0.9997714,0.00003067715,0.0001148232,0.000009817976,0.00003699912,0.0000363785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000255447,0.00004324421,0.532259,0.0002545152,0.00004464433,0.0005915192,0.001684227,0.00008093671,0.4422594,0.00009897452,0.0002784979,0.02214964],"study_design_scores_gemma":[0.000003964034,0.00007630453,0.988485,0.00003144178,0.00001167633,0.0005070803,0.0006614696,0.0001157139,0.00800443,0.00001130893,0.002087961,0.000003694112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967908,0.0004879618,0.0002739866,0.00004050285,0.000007734794,0.00001721172,0.0008795963,0.000006174278,0.001495986],"genre_scores_gemma":[0.9962078,0.0002241613,0.001136499,0.00004930838,0.000004600903,0.00001728167,0.001407895,0.000003479737,0.0009489015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007414523,"threshold_uncertainty_score":0.01474273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085046209183023,"score_gpt":0.2492255009651693,"score_spread":0.228375038873339,"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."}}