{"id":"W2037996567","doi":"10.1007/s10530-009-9520-6","title":"Diatom survivorship in ballast water during trans-Pacific crossings","year":2009,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Ballast; Diatom; Biota; Biology; Species richness; Biological dispersal; Invasive species; Ecology; Oceanography; Geology","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":[0.0002400091,0.0001767622,0.0002360257,0.0006027015,0.0008207893,0.0006166077,0.0002379929,0.0003677748,0.00151555],"category_scores_gemma":[0.001280589,0.0001697217,0.0001447609,0.0004312992,0.0003476665,0.0005433933,0.0009257358,0.0004611729,0.000230711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005673268,"about_ca_system_score_gemma":0.0003162303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05351204,"about_ca_topic_score_gemma":0.126383,"domain_scores_codex":[0.9998617,0.00001780973,0.000006434775,0.00004581604,0.00002334849,0.00004478994],"domain_scores_gemma":[0.9990526,0.0001069017,0.0003561876,0.00004329795,0.0001315965,0.0003094399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000503378,0.00006107728,0.9887791,0.000009068852,0.00004031375,0.000137086,0.002732957,0.00006910238,0.004047291,0.00002317407,0.00007905276,0.003518368],"study_design_scores_gemma":[0.000001841903,0.00008875117,0.9980002,0.000002560233,0.000009700906,0.00004788301,0.001518062,0.00006311174,0.0001305663,0.000008034691,0.0001260974,0.000003182032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997988,0.00001435889,0.000005677245,0.000004239908,5.454052e-7,9.400061e-7,0.00002162501,4.795695e-7,0.0001532512],"genre_scores_gemma":[0.9994184,0.0000279142,0.00001415063,0.000006702329,8.548697e-7,0.000003104223,0.00008313605,7.322925e-7,0.0004450358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05351204,"threshold_uncertainty_score":0.1064011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0809660434643146,"score_gpt":0.2277124615110512,"score_spread":0.1467464180467365,"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."}}