{"id":"W4230511141","doi":"10.22215/etd/2012-07249","title":"Determining the impacts of high traffic roads on painted turtle (Chrysemys picta marginata) populations in Eastern Ontario","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Painted turtle; Geography; Turtle (robot); Forestry; Biology; Fishery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002357504,0.000196985,0.0001992166,0.00006666677,0.00008259759,0.00001220042,0.0002418911,0.0002697297,0.00236492],"category_scores_gemma":[0.00004620503,0.0001373885,0.00006484823,0.0001423437,0.0000526537,0.0001355458,0.00003004289,0.0003010239,0.0001365258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430746,"about_ca_system_score_gemma":0.00003576142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03113685,"about_ca_topic_score_gemma":0.6649724,"domain_scores_codex":[0.9988942,0.00009608769,0.0003455014,0.0002374089,0.0001877098,0.0002390676],"domain_scores_gemma":[0.9993773,0.00007321236,0.0002305505,0.0002637949,0.000009642175,0.00004549609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009434191,0.0001252048,0.9849771,0.00001031507,0.00001183935,9.146568e-7,0.002249903,0.0003314485,0.0002962614,0.0001892774,0.0003935549,0.01131989],"study_design_scores_gemma":[0.0002447543,0.00007453986,0.9982365,0.00005175872,0.00002489095,7.123055e-7,0.0002376469,0.0002107656,0.000197899,0.0001043625,0.000462851,0.0001532633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911636,0.00001377784,0.000005333543,0.00009575836,0.0004138127,0.0002755197,0.000006910117,0.00001846163,0.00800689],"genre_scores_gemma":[0.9867142,0.000001753707,0.00007970212,0.0001192257,0.00002700838,0.00002319412,0.0007550426,0.00001455138,0.01226534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6338355,"threshold_uncertainty_score":0.9985471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808772434674835,"score_gpt":0.2628513480928604,"score_spread":0.234763623746112,"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."}}