{"id":"W6938811447","doi":"10.60692/5zcc9-2pp78","title":"DNA Barcode Identification of Freshwater Snails in the Family Bithyniidae from Thailand","year":2013,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"DNA barcoding; Subspecies; Mitochondrial DNA; Intraspecific competition; Identification (biology); Genus; Species complex; Taxonomy (biology)","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":[0.0001779819,0.0001025043,0.0001590944,0.0001671229,0.00008173317,0.00008239289,0.0002088967,0.000116507,0.0002495066],"category_scores_gemma":[0.00001152212,0.00006404226,0.00005523014,0.0001076837,0.00004001079,0.0005852489,0.00002408554,0.0001131552,0.006106017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002534448,"about_ca_system_score_gemma":0.00001109484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004796468,"about_ca_topic_score_gemma":0.000009647331,"domain_scores_codex":[0.9989601,0.0001241056,0.0006227058,0.00009065519,0.00005065208,0.0001518248],"domain_scores_gemma":[0.9992868,0.00002638785,0.0002714867,0.0003085491,0.00009709726,0.00000967002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211888,0.00002507046,0.6663108,0.0001402131,0.0002431896,0.00000132474,0.2620025,0.00008791228,0.05928144,0.0004741826,0.01046696,0.0008452059],"study_design_scores_gemma":[0.0008036391,0.00002511764,0.9446141,0.00007281583,0.00002300211,0.00001767388,0.02818726,0.0001952587,0.02266905,0.000008399359,0.003265405,0.0001183451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953205,0.00002269644,0.001252714,0.00008675176,0.0004044338,0.0003590535,0.00036077,0.00003420873,0.002158858],"genre_scores_gemma":[0.9992265,3.484048e-7,0.00001947326,0.0001300248,0.00001686635,0.0001066072,0.0002065665,0.000003804977,0.000289787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2783032,"threshold_uncertainty_score":0.9946678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311630178393985,"score_gpt":0.2236243138307702,"score_spread":0.2005080120468304,"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."}}