{"id":"W2912169197","doi":"10.7717/peerj.6308","title":"Improving the efficiency of the Fukui trap as a capture tool for the invasive European green crab ( <i>Carcinus maenas</i> ) in Newfoundland, Canada","year":2019,"lang":"en","type":"article","venue":"PeerJ","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"","keywords":"Carcinus maenas; Fishery; Crustacean; Bay; Trap (plumbing); Decapoda; Catch per unit effort; Fishing; Invasive species; Ecology; Environmental science; Biology; Geography; Archaeology; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005368476,0.0001029453,0.0001187584,0.000008391784,0.0001854076,0.000009808451,0.0006416448,0.00004782671,0.0004056671],"category_scores_gemma":[0.000194334,0.00004808835,0.00006202826,0.000135572,0.0002112216,0.00003700226,0.0002227881,0.0002002943,0.00005558449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483752,"about_ca_system_score_gemma":0.0001082359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5215423,"about_ca_topic_score_gemma":0.9270524,"domain_scores_codex":[0.9990707,0.0001306949,0.000167064,0.0002113658,0.0001389184,0.0002812441],"domain_scores_gemma":[0.9988913,0.0006097942,0.00009968424,0.0003678616,0.000008908852,0.00002247707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009612772,0.00004552864,0.9656199,0.00002557596,0.00002104815,0.00001325762,0.002840587,0.002131449,0.0125844,0.0002389864,0.0135471,0.002836006],"study_design_scores_gemma":[0.0006852312,0.0001013506,0.9645573,0.00000672294,0.00002599537,0.00003497253,0.001066478,0.0006720748,0.0005977807,0.000148955,0.03195716,0.0001459247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878171,0.00007615693,0.0000203754,0.006013816,0.0003406298,0.0006598369,0.00002063123,0.000004878978,0.005046574],"genre_scores_gemma":[0.9921612,0.000004278194,0.000008029219,0.003689987,0.00003307503,0.00001510836,0.000002439635,0.000008688729,0.004077233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4055102,"threshold_uncertainty_score":0.4816439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005449346099048578,"score_gpt":0.1811724719956972,"score_spread":0.1757231258966487,"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."}}