{"id":"W2550386900","doi":"10.3391/mbi.2016.7.4.06","title":"Early detection of the non-indigenous colonial ascidian Diplosoma listerianum in eastern Canada and its implications for monitoring","year":2016,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Colonialism; Fishery; Geography; Ecology; Ethnology; Biology; History; Archaeology","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":[0.0002172433,0.0001628098,0.000126311,0.0008037531,0.002204442,0.0007107933,0.0003688649,0.000297388,0.001224142],"category_scores_gemma":[0.0008139446,0.0001009961,0.00008682137,0.0009328302,0.0008106348,0.0002217992,0.0006649588,0.0004094293,0.0001323233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007186888,"about_ca_system_score_gemma":0.01033116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9683046,"about_ca_topic_score_gemma":0.9916019,"domain_scores_codex":[0.9997784,0.00001728522,0.000007652611,0.00003786329,0.00006928809,0.00008957289],"domain_scores_gemma":[0.999111,0.00008267065,0.0001386662,0.000020704,0.0004245182,0.000222544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014614,0.00003690902,0.9702688,0.00005480293,0.000016872,0.001024157,0.004088004,0.0001156499,0.00448704,0.0001295563,0.0006078794,0.0190241],"study_design_scores_gemma":[0.00000241748,0.00003485455,0.9878579,0.00002338339,0.00001184946,0.0002329829,0.008890694,0.0001968421,0.0004778586,0.00003781528,0.00222209,0.00001134837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960361,0.000317617,0.000128738,0.000173502,0.000006555612,0.00001908539,0.0002333135,0.000004720201,0.003080404],"genre_scores_gemma":[0.9980642,0.0002928037,0.0002217379,0.00004840418,0.000002339016,0.000002970518,0.0001188877,0.000001190499,0.001247389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03169537,"threshold_uncertainty_score":0.06376398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820642630124149,"score_gpt":0.2360335581977142,"score_spread":0.1878271318964727,"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."}}