{"id":"W1966731049","doi":"10.3391/ai.2011.6.4.04","title":"Monitoring for invasive tunicates in Nova Scotia, Canada (2006-2009)","year":2011,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Nova scotia; Invasive species; Fishery; Ecology; Oceanography","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":[0.0003207628,0.0004141179,0.0002043239,0.001575974,0.001170346,0.0006960764,0.0006125088,0.0002152355,0.001015206],"category_scores_gemma":[0.0008176421,0.0002791199,0.0002296254,0.0017926,0.0003632595,0.0001796461,0.000611892,0.0003353223,0.0002737955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008946085,"about_ca_system_score_gemma":0.01202478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908366,"about_ca_topic_score_gemma":0.9967936,"domain_scores_codex":[0.9996945,0.00001153214,0.0000216866,0.00005398344,0.000138447,0.00007983852],"domain_scores_gemma":[0.9981001,0.00003919844,0.0003591496,0.00003552223,0.001100551,0.0003654416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006603678,0.00002284217,0.9856227,0.0001090507,0.0000339611,0.0002857043,0.0006237511,0.0001684661,0.001912612,0.00003725606,0.002298565,0.008819044],"study_design_scores_gemma":[0.000003128499,0.00001231982,0.9975142,0.00003784263,0.000007684427,0.00006766339,0.000403363,0.0001034909,0.0001179249,0.000002316425,0.00172673,0.000003285757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779136,0.001849848,0.0002161764,0.0002533947,0.00004900002,0.0001685069,0.01121489,0.00003655928,0.008298149],"genre_scores_gemma":[0.9850538,0.001717533,0.0008480084,0.0002666324,0.00001301166,0.00007045302,0.005443512,0.000008467202,0.00657853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00916338,"threshold_uncertainty_score":0.06490874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06230447324497353,"score_gpt":0.2320094032890589,"score_spread":0.1697049300440854,"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."}}