{"id":"W2135123602","doi":"10.1139/f02-093","title":"A survival model of the effects of bottom-water hypoxia on the population density of an estuarine clam (<i>Macoma balthica</i>)","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macoma balthica; Estuary; Hypoxia (environmental); Population; Environmental science; Population model; Water quality; Bayesian probability; Statistics; Ecology; Biology; Bivalvia; Mollusca; Mathematics; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002346114,0.001203174,0.0008468755,0.0008029107,0.0005116445,0.001039525,0.001676297,0.001275538,0.002783423],"category_scores_gemma":[0.003813104,0.0005464259,0.0009984224,0.0005092057,0.001053706,0.0006663717,0.0007537284,0.0009220905,0.0004554472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593775,"about_ca_system_score_gemma":0.001430878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04522744,"about_ca_topic_score_gemma":0.02012306,"domain_scores_codex":[0.9995282,0.0001584161,0.00002579149,0.0001486328,0.0000518486,0.00008718446],"domain_scores_gemma":[0.9980768,0.001204452,0.0003072211,0.00006357158,0.0002397103,0.0001081777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001479514,0.0000574727,0.006726392,0.00004148757,0.00008675463,0.0001015494,0.0001364228,0.9757344,0.002118734,0.00950779,0.0004415577,0.004899515],"study_design_scores_gemma":[0.00002189588,0.00005958481,0.002338323,0.000006885921,0.00005343023,0.00002929313,0.00002176982,0.9940294,0.0001948555,0.002965196,0.0002628727,0.00001652332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6222907,0.000475391,0.3680996,0.0008068686,0.00006987699,0.000136478,0.002226886,0.0004243586,0.005469964],"genre_scores_gemma":[0.9749806,0.0002857004,0.01390454,0.00008393178,0.0000283161,0.0002539737,0.000872009,0.00003234038,0.009558536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9547725,"threshold_uncertainty_score":0.08992839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783283075666736,"score_gpt":0.204337878609711,"score_spread":0.1865050478530436,"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."}}