{"id":"W2047894886","doi":"10.1007/s10530-012-0194-0","title":"Invasion risk posed by macroinvertebrates transported in ships’ ballast tanks","year":2012,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Fisheries and Oceans Canada","funders":"","keywords":"Biology; Invertebrate; Fishery; Ecology; Biological dispersal; Mytilus; Invasive species; Ballast; Carcinus maenas; Crustacean","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004998575,0.0002268675,0.0002599146,0.00004404035,0.0002413823,0.00001346034,0.0003286189,0.0003340339,0.02524867],"category_scores_gemma":[0.0004059961,0.0001596855,0.00009739601,0.0003598432,0.000484722,0.0002534142,0.0002209916,0.0004134816,0.002013733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034583,"about_ca_system_score_gemma":0.000008847353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004963612,"about_ca_topic_score_gemma":0.001578578,"domain_scores_codex":[0.9981872,0.0002781286,0.0003539332,0.0003892736,0.0001451407,0.0006463206],"domain_scores_gemma":[0.9991005,0.0002996139,0.00009920067,0.0002378416,0.000006409334,0.0002564459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002599959,0.000360943,0.9319012,0.000001557643,0.000006675331,0.00000576102,0.0001272873,0.000007106192,0.04768969,0.0003122136,0.01874372,0.0008178225],"study_design_scores_gemma":[0.0004002808,0.0001548828,0.9733558,0.000007106791,0.000009207502,0.000007113711,0.0001818336,0.00005160817,0.005161938,0.0009514748,0.01946188,0.0002569135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808174,0.0001484461,0.00005530376,0.000474339,0.0002413722,0.0002716389,0.00005319126,0.00007722776,0.01786104],"genre_scores_gemma":[0.9971654,0.000491097,0.0004117928,0.001001346,0.00005529029,0.00003959928,0.0001146041,0.00001020391,0.000710684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04252775,"threshold_uncertainty_score":0.9987633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08703862545361159,"score_gpt":0.2263579586590333,"score_spread":0.1393193332054217,"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."}}