{"id":"W2015927676","doi":"10.1139/f2011-117","title":"Effort and potential efficiencies for aquatic non-native species early detection","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service","keywords":"Invertebrate; Zooplankton; Benthic zone; Species richness; Introduced species; Biology; Invasive species; Ecology; Marine invertebrates; Fishery","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":[0.00567356,0.0004465458,0.0003413826,0.0009079074,0.00031612,0.0008335508,0.000681276,0.000513823,0.001982035],"category_scores_gemma":[0.020466,0.0002323465,0.0003991836,0.0003842256,0.000411756,0.0009484515,0.000993017,0.0002620976,0.0004972704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725962,"about_ca_system_score_gemma":0.000496691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197041,"about_ca_topic_score_gemma":0.003199823,"domain_scores_codex":[0.9961193,0.001885329,0.0003211004,0.0005270492,0.0007671001,0.0003802115],"domain_scores_gemma":[0.9851794,0.009087393,0.002622527,0.0008669188,0.001502439,0.0007414478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002230773,0.001620099,0.7260844,0.0005426735,0.000245244,0.0005893908,0.001226947,0.009369142,0.05725183,0.001637877,0.0004197152,0.198782],"study_design_scores_gemma":[0.0000459009,0.007455445,0.9426738,0.00007381207,0.0001638047,0.0009757853,0.0007235004,0.0161092,0.02856473,0.0009987492,0.00216811,0.00004725789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895656,0.0001852235,0.007971879,0.0000627944,0.000007182375,0.00009821427,0.00007988518,0.00004485035,0.001984454],"genre_scores_gemma":[0.9876276,0.0001248214,0.01064733,0.00004221189,0.000008390102,0.0001326569,0.0001651361,0.00001499248,0.00123678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00567356,"threshold_uncertainty_score":0.03000498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783837741544094,"score_gpt":0.1910747031870847,"score_spread":0.1732363257716438,"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."}}