{"id":"W2044515035","doi":"10.5539/enrr.v1n1p139","title":"Study on Growth’s Rule of Hard Clam (Meretrix lyrata) in Bach Dang Estuary, Viet Nam","year":2011,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estuary; Silt; Fishery; Oceanography; Viet nam; Environmental science; Hatchery; Current (fluid); Hydrology (agriculture); Geography; Biology; Geology; Fish <Actinopterygii>; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069932,0.0002063183,0.0002681245,0.0001538567,0.0002199719,0.00002119619,0.0003953423,0.00007943631,0.0009013107],"category_scores_gemma":[0.0001094289,0.0001489567,0.00006159615,0.0003330125,0.0005721872,0.000126842,0.001004785,0.0006347746,0.0002067769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046677,"about_ca_system_score_gemma":0.000003048621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007199764,"about_ca_topic_score_gemma":0.0001446693,"domain_scores_codex":[0.997299,0.0003111403,0.000284404,0.0005405075,0.001078974,0.0004859421],"domain_scores_gemma":[0.9993624,0.0001543491,0.00005938442,0.0003060909,0.000006876141,0.0001109161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000249007,0.000615927,0.9817236,0.00001484103,0.00003405175,0.0000399525,0.006615547,0.000004012625,0.003874353,0.00004957642,0.001161763,0.005617389],"study_design_scores_gemma":[0.0006322651,0.0008062649,0.9851882,0.00001876252,0.000008344064,0.000001498627,0.003561246,0.00001696949,0.002234602,0.0001973026,0.007160871,0.0001736695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750189,0.0005574858,5.52775e-7,0.0001914861,0.00002938034,0.0005069426,0.000003831525,0.00001016301,0.02368122],"genre_scores_gemma":[0.9950279,0.0004795563,0.0001312972,0.00002933274,0.00003870454,0.00003289226,0.000004563933,0.0000149497,0.004240795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000897,"threshold_uncertainty_score":0.986872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438139760527782,"score_gpt":0.3058786494821435,"score_spread":0.2514972518768657,"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."}}