{"id":"W2127209771","doi":"10.3391/ai.2010.5.1.2","title":"Redistribution of heterotrophic prokaryotes through ballast water: A case study from the west coast of Canada","year":2010,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ballast; Biology; Redistribution (election); Ecology; Heterotroph; Fishery; Oceanography; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002885531,0.0006802298,0.0003903541,0.00129926,0.004858284,0.001338434,0.0008843325,0.0006375451,0.0007296855],"category_scores_gemma":[0.0007274609,0.0003320919,0.0003939936,0.002383821,0.001093966,0.0003015435,0.0008651513,0.0006192317,0.0001243971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327817,"about_ca_system_score_gemma":0.01284177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862058,"about_ca_topic_score_gemma":0.9947719,"domain_scores_codex":[0.9994206,0.00004164341,0.00001924086,0.00008664801,0.0002044236,0.0002274743],"domain_scores_gemma":[0.9993511,0.00005891735,0.00006871308,0.00002712943,0.0003170175,0.0001771516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003099912,0.0002332037,0.9255578,0.0001489965,0.00009759423,0.01705242,0.02002298,0.0006512674,0.009469884,0.0002631774,0.0009536496,0.0252391],"study_design_scores_gemma":[0.00001496367,0.0001613866,0.9601278,0.00003978197,0.00007334547,0.002873943,0.03038337,0.001037275,0.001894939,0.00006324053,0.003287307,0.00004256293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998588,0.0001254595,0.000108832,0.00006351261,0.000002201907,0.00002746213,0.0001430376,0.000004032564,0.000937452],"genre_scores_gemma":[0.9968159,0.0005296962,0.0004759316,0.00008716447,0.00000298162,0.000009769535,0.0002168236,0.000006436076,0.00185531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379424,"threshold_uncertainty_score":0.0963403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763802695901454,"score_gpt":0.2138887878379641,"score_spread":0.1962507608789496,"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."}}