{"id":"W2123411472","doi":"10.3391/mbi.2014.5.1.04","title":"Mathematical model describing the population dynamics of Ciona intestinalis, a biofouling tunicate on mussel farms in Prince Edward Island, Canada","year":2014,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Tunicate; Ciona intestinalis; Biofouling; Mussel; Fishery; Population; Pearl; Biology; Ciona; Ecology; Geography; Demography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002392426,0.0007178587,0.0004887471,0.0005147404,0.0007889463,0.001032167,0.001772041,0.001009501,0.003780642],"category_scores_gemma":[0.000738082,0.0003368952,0.0005144282,0.0005274455,0.0006164531,0.0005324252,0.0005580247,0.0006411793,0.0005106243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004944972,"about_ca_system_score_gemma":0.00484854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5105906,"about_ca_topic_score_gemma":0.3725315,"domain_scores_codex":[0.9998759,0.0000150691,0.000007032592,0.00003589108,0.00002803428,0.00003811095],"domain_scores_gemma":[0.9996463,0.0001102357,0.00008518472,0.000009095283,0.0001212168,0.00002800884],"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":[0.00001688561,0.00001743965,0.003736097,0.00004294115,0.00001685789,0.0001945333,0.00007961557,0.9889732,0.001094254,0.00341981,0.0006047942,0.001803642],"study_design_scores_gemma":[0.00001002849,0.00001908529,0.001558093,0.000007460333,0.00002052373,0.00004308629,0.00005859378,0.9966807,0.0001051398,0.0005986842,0.0008888681,0.000009783499],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7070842,0.001274152,0.2002665,0.001852001,0.0001230185,0.0003081209,0.006700234,0.0005619113,0.0818299],"genre_scores_gemma":[0.9648453,0.0005901539,0.007076611,0.00009721641,0.00001809303,0.0002049817,0.0008701769,0.00003279813,0.02626482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894094,"threshold_uncertainty_score":0.9845834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015283228260202,"score_gpt":0.2468808729396584,"score_spread":0.1453525501136382,"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."}}