{"id":"W4386326617","doi":"10.1111/acv.12903","title":"Demographic evidence that development is not compatible with sustainability in semi‐urban freshwater turtles","year":2023,"lang":"en","type":"article","venue":"Animal Conservation","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Manitoba Beekeepers' Association; University of Ottawa; Trent University","funders":"","keywords":"Turtle (robot); Population; Geography; Population viability analysis; Wildlife; Population decline; Sustainability; Context (archaeology); Fencing; Habitat; Population growth; Ecology; Endangered species; Biology; Demography","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":[0.0008248189,0.00008669453,0.00007129156,0.000647306,0.0003637856,0.0003603268,0.0002852287,0.0001320704,0.00183617],"category_scores_gemma":[0.002499269,0.00008435235,0.00009202188,0.0003673275,0.0008258841,0.0002579936,0.0004984394,0.0001948324,0.00009037746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152449,"about_ca_system_score_gemma":0.0003634549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707076,"about_ca_topic_score_gemma":0.05544989,"domain_scores_codex":[0.999779,0.00007129156,0.00001973512,0.00004678867,0.00003571855,0.00004736079],"domain_scores_gemma":[0.9963133,0.0005279667,0.002001314,0.0001578192,0.0005009483,0.0004987603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003472389,0.00001390197,0.9978005,0.000006330038,0.000009591191,0.00003374667,0.0002191359,0.00005061252,0.0003133737,0.00007000451,0.00005552795,0.00139259],"study_design_scores_gemma":[4.183542e-7,0.00002242212,0.9994109,0.000002000682,0.000002135336,0.00002356683,0.0003427156,0.00005566644,0.00003298361,0.00002204494,0.00008439663,8.624706e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993788,0.00001715154,0.00004500954,0.00002417758,8.571019e-7,0.000001307539,0.00005653176,0.000001074792,0.0004750739],"genre_scores_gemma":[0.999881,0.000006792247,0.00002071535,0.000005293557,8.953945e-7,0.000001632205,0.00003403306,2.185023e-7,0.00004938152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01707076,"threshold_uncertainty_score":0.03394282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04145988836658616,"score_gpt":0.2532805463443602,"score_spread":0.2118206579777741,"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."}}