{"id":"W7071478101","doi":"","title":"Seasonal Trends in Water Retention of Atlantic Sea Cucumber(Cucumaria frondosa): A Modeling Approach","year":2025,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Sea cucumber; Seawater; Water content; Precipitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009176658,0.0005989353,0.0004811903,0.000735719,0.0003809575,0.0007941883,0.001092576,0.0008181905,0.001608451],"category_scores_gemma":[0.001103771,0.0004144903,0.001516394,0.0006920908,0.0002429679,0.0004824865,0.000396682,0.0006041517,0.0002723929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253736,"about_ca_system_score_gemma":0.0006844081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07104711,"about_ca_topic_score_gemma":0.04038216,"domain_scores_codex":[0.9998353,0.00004508918,0.000008007292,0.00006733059,0.000014303,0.00003001156],"domain_scores_gemma":[0.9993579,0.0004096003,0.00008185796,0.00003136239,0.00007765042,0.00004166411],"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":[0.0005434309,0.000554872,0.250449,0.0001111115,0.0004758349,0.000167211,0.0002344719,0.7329165,0.00348029,0.0009090572,0.001054369,0.009103936],"study_design_scores_gemma":[0.00001236217,0.0001140718,0.02406232,0.000005582077,0.0000545989,0.00001676382,0.00008633978,0.975096,0.000188935,0.0001087194,0.000241731,0.0000125177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939143,0.00008414975,0.003871651,0.0001132069,0.00001112731,0.00003403325,0.0009476495,0.00009035625,0.0009333963],"genre_scores_gemma":[0.9948959,0.00008829473,0.002971999,0.00002111579,0.000007313181,0.00007952101,0.0009408786,0.00001664548,0.0009783201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07104711,"threshold_uncertainty_score":0.1412672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410160207040381,"score_gpt":0.237298028117975,"score_spread":0.2031964260475712,"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."}}