{"id":"W3156461631","doi":"10.24908/iqurcp.9459","title":"25. Snapping Turtle Conservation in Ontario","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turtle (robot); Threatened species; Endangered species; Habitat; Critically endangered; Fishery; Habitat destruction; Geography; Critical habitat; Near-threatened species; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.001674057,0.0001906559,0.0001966633,0.0002081115,0.0003539812,0.0001586308,0.0004860597,0.0002135833,0.001289227],"category_scores_gemma":[0.0003107401,0.0001836297,0.00003545798,0.0007938562,0.001608085,0.000818972,0.0003778558,0.0007453489,0.001163344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008405886,"about_ca_system_score_gemma":0.00027537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07734435,"about_ca_topic_score_gemma":0.1229102,"domain_scores_codex":[0.9975301,0.00009703856,0.0003555338,0.0006364771,0.0006336958,0.0007471321],"domain_scores_gemma":[0.9991667,0.000119733,0.0001001908,0.0001802588,0.0002870285,0.0001461411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001231457,0.00008330258,0.9300635,0.00001360383,0.00001267523,0.000006674128,0.00563392,0.000001203788,0.01518027,0.03152386,0.01493495,0.002422931],"study_design_scores_gemma":[0.0007125946,0.0004224236,0.756766,0.0001410395,0.000006254301,0.00001316531,0.001503195,0.001441106,0.004638223,0.1720776,0.06185835,0.0004200676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289206,0.000005126041,0.0003123749,0.01806132,0.0001591298,0.0004183697,7.424135e-7,0.00007885339,0.05204353],"genre_scores_gemma":[0.9923311,0.00002502528,0.0005348728,0.0004932401,0.0001121829,0.00009301128,0.00001095591,0.00001506333,0.006384497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732975,"threshold_uncertainty_score":0.9996237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093492926932016,"score_gpt":0.3386915711825169,"score_spread":0.2293422784893152,"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."}}