{"id":"W7110002555","doi":"10.26108/0t52-nh31","title":"Marrying conservation and exploitation : combining integrated resource management plans (IRMs) and the Blanding's turtle (Emydoidea blandingii) to conserve and manage wetland ecosystems in Nova Scotia","year":2010,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Wetland; Turtle (robot); Ecosystem management; Resource management (computing); Ecosystem; Resource (disambiguation)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009244282,0.0001650362,0.0001853335,0.0001078993,0.000181106,0.00009540284,0.0001260395,0.0001329822,0.00007198477],"category_scores_gemma":[0.00008630504,0.0001256485,0.00001482174,0.000239919,0.000258105,0.0002033325,0.0001613497,0.0002525474,0.00003101111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003829476,"about_ca_system_score_gemma":0.000004598453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326403,"about_ca_topic_score_gemma":0.02326954,"domain_scores_codex":[0.998888,0.0001324433,0.000269967,0.0003612,0.0001183291,0.0002300699],"domain_scores_gemma":[0.9993353,0.0003126775,0.0001033371,0.000156711,0.000007709065,0.00008421601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00022046,0.0000131949,0.9853045,0.00003439475,0.00002724908,0.00001212153,0.002312426,0.00002331062,0.003322085,0.003952269,0.00131416,0.003463867],"study_design_scores_gemma":[0.002711814,0.00005992588,0.9730182,0.0001254573,0.00004304322,0.00004754134,0.002212429,0.004421614,0.0002778123,0.001821225,0.01498017,0.0002807556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931476,0.00005694298,0.0001669836,0.002896369,0.0001393331,0.0005844227,0.00001062714,0.00003254159,0.002965186],"genre_scores_gemma":[0.9980302,0.00004001746,0.0003759858,0.001104942,0.00002252975,0.0000326061,0.00003850969,0.00001236445,0.000342837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000551,"threshold_uncertainty_score":0.9945533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009505843185987671,"score_gpt":0.2135460150254302,"score_spread":0.2040401718394426,"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."}}