{"id":"W4312163956","doi":"10.1007/s10530-022-02987-0","title":"Controlling common carp (Cyprinus carpio): barriers, biological traits, and selective fragmentation","year":2022,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; University of Toronto; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Common carp; Biology; Invasive species; Cyprinus; Introduced species; Ecology; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003142986,0.000135006,0.0002125386,0.00002580404,0.001250486,0.00001116438,0.0001693366,0.00008186819,0.002958272],"category_scores_gemma":[0.0001620148,0.00009999936,0.00005036795,0.0001770108,0.0003866446,0.00005313169,0.0008273742,0.0002414074,0.00003768386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216185,"about_ca_system_score_gemma":0.00000545101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001132356,"about_ca_topic_score_gemma":0.0002931788,"domain_scores_codex":[0.9987369,0.0003072181,0.0001781197,0.0003896947,0.0001079448,0.000280145],"domain_scores_gemma":[0.9994717,0.0002919751,0.00006479031,0.00006811977,0.000004393099,0.0000990088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284471,0.0001685944,0.962606,0.000002477528,0.00008195044,0.00003899314,0.0006386727,0.000885464,0.00651001,0.004413952,0.02277175,0.001753651],"study_design_scores_gemma":[0.0005728476,0.0006630729,0.9742495,0.000001385146,0.0000218362,0.00001126396,0.001902486,0.0001214768,0.0000922661,0.004764873,0.01739889,0.0002000778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911009,0.0001001908,0.00009562424,0.00121519,0.00009018306,0.0004051332,0.00003896143,0.00007915081,0.00687467],"genre_scores_gemma":[0.9964215,0.0001837127,0.0002903942,0.002679962,0.00002068334,0.000243009,0.00002448382,0.000004261668,0.0001320234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164349,"threshold_uncertainty_score":0.9979532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07336584639179432,"score_gpt":0.2420912181346114,"score_spread":0.168725371742817,"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."}}