{"id":"W2057977349","doi":"10.3391/ai.2009.4.1.7","title":"A screening procedure for potential tunicate invaders of Atlantic Canada","year":2009,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tunicate; Biology; Invasive species; Fishery; Aquatic animal; Introduced species; Ecology; Fish <Actinopterygii>","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":[0.000393298,0.0005783158,0.0003023934,0.00264594,0.002114334,0.0005935172,0.0005605924,0.0002454008,0.003662951],"category_scores_gemma":[0.001706403,0.0002548737,0.0004428914,0.001801201,0.000457986,0.0001726996,0.0008313511,0.000323945,0.0006709107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051177,"about_ca_system_score_gemma":0.006965016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5853598,"about_ca_topic_score_gemma":0.8176353,"domain_scores_codex":[0.999415,0.00003113429,0.00004196363,0.0001105973,0.000241994,0.0001593028],"domain_scores_gemma":[0.9987096,0.0001703109,0.0001660559,0.00009386185,0.0006903671,0.000169787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008663427,0.0002544149,0.5341903,0.0003813142,0.0001436152,0.001893341,0.003745301,0.0009038995,0.2939662,0.001044544,0.004150198,0.1584605],"study_design_scores_gemma":[0.00001990702,0.0003243941,0.9521843,0.00005359755,0.00008457214,0.0006596463,0.001901986,0.002648382,0.02597605,0.0001144585,0.01598417,0.00004860568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966722,0.0002338823,0.01307433,0.00013897,0.00002641807,0.001707354,0.004619616,0.0002470968,0.01323042],"genre_scores_gemma":[0.8783971,0.0009353649,0.07992551,0.000383341,0.00001564952,0.001601705,0.01387348,0.00009760482,0.02477033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4146402,"threshold_uncertainty_score":0.8341641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189234980199822,"score_gpt":0.2140730079491705,"score_spread":0.1921806581471723,"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."}}