{"id":"W1492869533","doi":"10.21829/abm98.2012.1140","title":"Diversidad y morfología de las especies de Pseudo-nitzschia (Bacillariophyta) del parque nacional Sistema Arrecifal Veracruzano, suroeste del Golfo de México","year":2017,"lang":"es","type":"article","venue":"Acta Botanica Mexicana","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Universidad Veracruzana","keywords":"Botánica; Humanities; Geography; Biology; Art; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115571,0.0002785757,0.0002055816,0.0005408971,0.0006357832,0.0004285686,0.0001789286,0.000284942,0.0006213682],"category_scores_gemma":[0.0001404398,0.000183597,0.0001692643,0.0004705467,0.0002402167,0.0002329947,0.000291484,0.0002302941,0.0001241009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009898014,"about_ca_system_score_gemma":0.0004104115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07752364,"about_ca_topic_score_gemma":0.2421624,"domain_scores_codex":[0.999855,0.000008256799,0.000007025079,0.00006598957,0.00003592718,0.00002775589],"domain_scores_gemma":[0.9997899,0.00001422839,0.00009162424,0.000008498543,0.0000682131,0.00002759148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003175532,0.00004616549,0.7723601,0.00009981755,0.00007274135,0.0002052012,0.001077047,0.0001728948,0.2174506,0.00004600577,0.0001537519,0.007998181],"study_design_scores_gemma":[0.000001142074,0.00006748454,0.9975445,0.00000269303,0.00001034501,0.00004036267,0.0002271016,0.00003699537,0.001694086,0.00000222535,0.0003714855,0.000001516044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989103,0.0001763098,0.0000604202,0.00001190043,0.000001377014,0.000006435277,0.0003831499,0.000002446743,0.000447609],"genre_scores_gemma":[0.99731,0.0002495224,0.0003362818,0.00002383057,0.000001858496,0.00001541034,0.0006468061,0.00000215745,0.001414058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07752364,"threshold_uncertainty_score":0.1541448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101266048410133,"score_gpt":0.2778831086181082,"score_spread":0.2568704481340069,"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."}}