{"id":"W4399927548","doi":"10.18387/polibotanica.58.2","title":"Un enfoque integrativo revela la identidad y la distribución interoceánica de la diatomea Halamphora adumbratoides Stepanek y Kociolek 2018 (Bacillariophyceae: Amphipleuraceae)","year":2024,"lang":"es","type":"article","venue":"Polibotánica","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centro de Investigaciones Biológicas del Noroeste; Mount Allison University","keywords":"Humanities; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005136506,0.001098847,0.001237436,0.0005625341,0.000511761,0.007007767,0.002181146,0.00100282,0.001335456],"category_scores_gemma":[0.002735841,0.0009622663,0.0007272557,0.001457195,0.002371852,0.001142267,0.001494482,0.002035927,0.002474919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000682365,"about_ca_system_score_gemma":0.002218612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600869,"about_ca_topic_score_gemma":0.00008786655,"domain_scores_codex":[0.9899069,0.003521889,0.001452684,0.001768798,0.001261235,0.002088469],"domain_scores_gemma":[0.9907771,0.006147881,0.0003607764,0.001443726,0.0002617467,0.001008821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006263661,0.001825391,0.01464405,0.005054926,0.001340591,0.004913217,0.007272284,0.0000434209,0.2501513,0.5996085,0.06886161,0.04565839],"study_design_scores_gemma":[0.002343099,0.0007813051,0.03634185,0.009434648,0.0006673418,0.001682368,0.002542361,0.002450386,0.08584761,0.01870973,0.8355493,0.003650038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474947,0.01820986,0.001379978,0.003824783,0.001432312,0.0009205312,0.002094277,0.000898215,0.02374529],"genre_scores_gemma":[0.9836651,0.01123728,0.0009112122,0.0002442772,0.0007403379,0.0001576545,0.00009182392,0.000260456,0.002691855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7666877,"threshold_uncertainty_score":0.9995775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022714198031824,"score_gpt":0.314579767574373,"score_spread":0.3043526255940547,"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."}}