{"id":"W3201389438","doi":"10.14321/aehm.024.02.02","title":"Prelude: Research and management of aquatic nonindigenous species in India","year":2021,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Invasive species; Geography; Aquatic science; Fishery; Ecology; Biology; Aquatic ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004603063,0.0001488706,0.00012793,0.0006759588,0.001373729,0.001183032,0.0009939626,0.00058952,0.004257485],"category_scores_gemma":[0.001155662,0.00009917873,0.0001395659,0.0008044572,0.0008801722,0.0004772298,0.001139905,0.0009334796,0.000434692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512539,"about_ca_system_score_gemma":0.007272035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04636244,"about_ca_topic_score_gemma":0.09407676,"domain_scores_codex":[0.9996823,0.00006738144,0.00003735115,0.00004586054,0.00007284649,0.00009440739],"domain_scores_gemma":[0.9985452,0.0003617035,0.0002359339,0.00007989282,0.0004204861,0.0003569281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002858493,0.0008932328,0.4886922,0.006475708,0.0001093409,0.008417117,0.02704166,0.001097405,0.02582539,0.02380197,0.06708161,0.3502785],"study_design_scores_gemma":[0.00001639355,0.0005540202,0.6837379,0.001614941,0.0001340903,0.005313014,0.05391123,0.0004482416,0.004490564,0.003814143,0.2459149,0.0000505985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8459756,0.03287402,0.001421045,0.0625137,0.0018618,0.0001283656,0.001299157,0.0001271028,0.05379924],"genre_scores_gemma":[0.9483392,0.01779761,0.002551802,0.00789478,0.00103138,0.00005769085,0.000415529,0.0000187201,0.02189331],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04636244,"threshold_uncertainty_score":0.09218514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06259792648862889,"score_gpt":0.3035780780604976,"score_spread":0.2409801515718688,"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."}}