{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001947789,0.0007187935,0.000782104,0.0001002971,0.00222849,0.0006922828,0.001983113,0.0005689666,0.00335809],"category_scores_gemma":[0.00134333,0.0007324602,0.0005091722,0.0002470692,0.0009001676,0.0006847044,0.001397523,0.0009606995,0.0003977637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976161,"about_ca_system_score_gemma":0.000438766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009530578,"about_ca_topic_score_gemma":0.003988076,"domain_scores_codex":[0.9947703,0.0008583483,0.0007456143,0.001154102,0.0008752528,0.00159642],"domain_scores_gemma":[0.9956611,0.0006230645,0.0007340509,0.001911222,0.0000647768,0.001005738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004807368,0.0004326092,0.8751556,0.0001095281,0.0003369907,0.0004747696,0.0004248179,0.000429436,0.09990489,0.004217335,0.005565215,0.01246807],"study_design_scores_gemma":[0.001040904,0.0003300781,0.9117368,0.00008860573,0.0002337971,0.0003394177,0.0002186354,0.004812271,0.005851522,0.001162409,0.07330057,0.0008850201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974445,0.0002325135,0.001887461,0.002517397,0.0007747112,0.0003851572,0.0001697683,0.0001183464,0.01946967],"genre_scores_gemma":[0.9750996,0.000835063,0.01887041,0.0008875819,0.0005422945,0.00003966442,0.000008308849,0.00007924594,0.0036378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09405337,"threshold_uncertainty_score":0.9995127,"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."}}