{"id":"W6945360772","doi":"10.21966/x3jm-p494","title":"Eelgrass (Z. marina) extent at Gulf Islands National Park Reserve eelgrass monitoring sites (2024)","year":2024,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada","funders":"","keywords":"Zostera marina; National park; Citizen science; Georeference; Aerial survey; Aerial photography; Geographic information system; Nature tourism; Tourism; GNSS applications","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":[0.0002411755,0.0003909717,0.0002918622,0.002881261,0.0004300151,0.0006400698,0.0006572683,0.0002117836,0.01065352],"category_scores_gemma":[0.0006211495,0.0002625505,0.0002754634,0.002711111,0.0001428088,0.0003133642,0.0007019008,0.0003169445,0.004278659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153763,"about_ca_system_score_gemma":0.001364469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4701185,"about_ca_topic_score_gemma":0.6471108,"domain_scores_codex":[0.9998128,0.000009804702,0.00001035054,0.00004570217,0.00008961279,0.00003170458],"domain_scores_gemma":[0.999472,0.00002105133,0.00005686342,0.00006849036,0.0003172204,0.00006456127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004723101,0.00008752277,0.2823372,0.000642431,0.0002978033,0.0003914914,0.001111437,0.00716989,0.008350666,0.001030304,0.5936417,0.1044673],"study_design_scores_gemma":[0.00008051958,0.00002398843,0.5970661,0.0001316202,0.00006513447,0.0001082079,0.001044716,0.004557995,0.002940977,0.0002834435,0.3936516,0.00004575572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1069104,0.000169961,0.001417882,0.0001067513,0.00003756283,0.0001293144,0.8704262,0.002322162,0.01847969],"genre_scores_gemma":[0.1195028,0.0001932737,0.01145673,0.00006954926,0.00001291163,0.0004374534,0.8561481,0.0005577983,0.01162123],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5298815,"threshold_uncertainty_score":0.9347642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157365469309395,"score_gpt":0.257484281306814,"score_spread":0.2259106266137201,"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."}}