{"id":"W6983704242","doi":"","title":"New insights on the distributions of freshwater turtles in southern Ontario using environmental DNA","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Real estate and construction management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental DNA; Turtle (robot); Overwintering; Taxon; Abundance (ecology); Range (aeronautics); Relative species abundance; Species distribution; Biodiversity; Introduced species","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001108734,0.0001947283,0.0001747348,0.0002287768,0.0001143079,0.00002490499,0.0002475949,0.00009387415,0.003414133],"category_scores_gemma":[7.123287e-7,0.0001858654,0.0001011755,0.0001836539,0.00002717948,0.0002541916,0.0000704362,0.0003526171,0.00001855858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003501593,"about_ca_system_score_gemma":0.00008993093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05491981,"about_ca_topic_score_gemma":0.02931766,"domain_scores_codex":[0.99931,0.00004640568,0.0001268811,0.0001861364,0.0001792546,0.000151381],"domain_scores_gemma":[0.9996307,0.0000239422,0.00007059111,0.0002205811,0.000002562408,0.00005155543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002005994,0.0009457484,0.05472349,0.00113062,0.003435633,0.001517479,0.1938182,0.2565759,0.002071074,0.06496404,0.4044322,0.01437963],"study_design_scores_gemma":[0.001024261,0.0001273602,0.02390871,0.0002816812,0.0002771556,5.968395e-7,0.1054243,0.0004271588,0.00623032,0.001181683,0.8599863,0.001130489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986683,0.00001579151,0.00009095971,0.0005018993,0.000235852,0.0002440698,0.0002472782,0.00007664716,0.01190454],"genre_scores_gemma":[0.7847988,0.0002041748,0.0003417506,0.00002014993,0.00003844943,0.000001867247,0.002532522,0.00006038025,0.2120019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4555541,"threshold_uncertainty_score":0.9974969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004963438021088052,"score_gpt":0.1536294376962652,"score_spread":0.1486659996751772,"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."}}