{"id":"W2783491004","doi":"10.7717/peerj.4223","title":"Using underwater video to evaluate the performance of the Fukui trap as a mitigation tool for the invasive European green crab ( <i>Carcinus maenas</i> ) in Newfoundland, Canada","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Research and Development Corporation of Newfoundland and Labrador; Marine Environmental Observation Prediction and Response Network","keywords":"Carcinus maenas; Fishery; Trap (plumbing); Ecosystem; Environmental science; Decapoda; Catch per unit effort; Fishing; Ecology; Crustacean; Biology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000648571,0.0004108571,0.0002736163,0.0008347239,0.0008778237,0.0007326527,0.0005931855,0.0003921666,0.001207963],"category_scores_gemma":[0.002257153,0.0001783061,0.0001664976,0.0005369924,0.0004704393,0.0004831821,0.0004382659,0.0002981184,0.0002667913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964645,"about_ca_system_score_gemma":0.003069865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5823661,"about_ca_topic_score_gemma":0.8702048,"domain_scores_codex":[0.999541,0.00005195222,0.00001561049,0.00007602807,0.0001864532,0.0001288863],"domain_scores_gemma":[0.9982494,0.0003139155,0.0002996638,0.00003891766,0.0008683935,0.0002297422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007188217,0.0009295819,0.8559147,0.0005283151,0.0001985648,0.001163758,0.005432643,0.003830545,0.04984616,0.0001367081,0.003857917,0.07744227],"study_design_scores_gemma":[0.00001526236,0.0007795104,0.9826089,0.00007132295,0.00007915484,0.0001417623,0.003862083,0.005992041,0.004562205,0.00002035911,0.00183386,0.00003353452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996586,0.0001353313,0.0005085581,0.00005741946,0.00001431911,0.00007287548,0.0005484733,0.00003301715,0.002044039],"genre_scores_gemma":[0.9938885,0.0002588593,0.002813,0.00008593081,0.000007248279,0.0000687358,0.0008235994,0.00001567182,0.0020384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4176339,"threshold_uncertainty_score":0.8401868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262340093509889,"score_gpt":0.2367244775227878,"score_spread":0.214101076587689,"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."}}