{"id":"W6886821283","doi":"10.15468/ayqda2","title":"Occurrence and percent cover of the colonial invasive tunicate Didemnum vexillum from near-seafloor drift transect video imagery and high-resolution digital still images in the western Bay of Fundy, Canada","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Transect; Cover (algebra); Bay; Digital image analysis; Geotagging; Position (finance); Scale (ratio); Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002097379,0.0003147241,0.0002120139,0.002295818,0.0008521513,0.0007773808,0.000481112,0.0001752013,0.001320537],"category_scores_gemma":[0.0005543621,0.0001935836,0.0002066137,0.002365125,0.0003611264,0.0002588543,0.0005184364,0.0002454125,0.0003342901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004787975,"about_ca_system_score_gemma":0.002744264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524184,"about_ca_topic_score_gemma":0.9887148,"domain_scores_codex":[0.9997217,0.00001021512,0.0000161905,0.00008088667,0.0001019486,0.00006909327],"domain_scores_gemma":[0.9993852,0.00003078497,0.0001519632,0.00002016769,0.0002768682,0.0001348704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000981347,0.00002263841,0.9816318,0.00007169848,0.00007295319,0.0001797844,0.001521865,0.0001903598,0.004220206,0.00003395101,0.001311123,0.01064553],"study_design_scores_gemma":[8.531965e-7,0.000006153698,0.9988778,0.000007519103,0.00000450529,0.00002222661,0.0005069053,0.0000814337,0.0001069361,0.000001322204,0.0003816411,0.000002628208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9906631,0.000195277,0.0001091088,0.00001650341,0.000003498622,0.00002453031,0.007800015,0.00001125204,0.001176675],"genre_scores_gemma":[0.9847711,0.0004465652,0.0008514305,0.00003500272,0.000003676394,0.00004458505,0.01085125,0.0000102205,0.002986299],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04758161,"threshold_uncertainty_score":0.09572363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046950354374633,"score_gpt":0.2015591875684989,"score_spread":0.1910896840247526,"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."}}