{"id":"W2344038338","doi":"10.11646/zootaxa.2792.1.6","title":"Description of a new species of Laccodytes Régimbart, 1895 (Coleoptera, Dytiscidae, Laccophilinae) from Cuba","year":2011,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Dytiscidae; Biology; Ecology; Genus; Taxonomy (biology); Zoology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009295814,0.0001285486,0.0002297409,0.00001502112,0.00005276037,0.00001959357,0.0002096335,0.00009287435,0.003765379],"category_scores_gemma":[0.00004409937,0.00005968376,0.0001271474,0.000207959,0.00007762904,0.0002027619,0.0000677868,0.00006677957,0.00007585281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842545,"about_ca_system_score_gemma":0.0000144949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008877267,"about_ca_topic_score_gemma":0.005082204,"domain_scores_codex":[0.9990929,0.00003673671,0.0003201615,0.0002164684,0.0001567002,0.0001769704],"domain_scores_gemma":[0.9994551,0.00006442587,0.0002243738,0.00008788164,0.00008339216,0.00008480692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003500207,0.0004447369,0.6633955,0.00001917285,0.00004466613,0.000004942436,0.0006554683,0.000001626083,0.05523905,0.00238277,0.00255482,0.2749072],"study_design_scores_gemma":[0.0002307652,0.0002737499,0.8869294,0.00004413119,0.00002505254,8.159882e-7,0.0003574902,0.00001241506,0.06055575,0.001359504,0.05006428,0.0001466275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786229,0.0002211968,0.0000796634,0.000111116,0.0001404278,0.0001600939,0.0001199274,0.00002796645,0.02051675],"genre_scores_gemma":[0.9983903,0.000033254,0.0005623213,0.00003455418,0.0002035094,0.0000053164,0.00008361976,3.965091e-7,0.0006867626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2747606,"threshold_uncertainty_score":0.9977227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655320395675995,"score_gpt":0.208845557679512,"score_spread":0.152292353722752,"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."}}