{"id":"W2808498921","doi":"10.2305/iucn.ch.2018.parks-24-1nd.en","title":"Priorities for protected area research","year":2018,"lang":"en","type":"article","venue":"PARKS","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Marine Fisheries Service; National Oceanic and Atmospheric Administration; Parks Canada; Clayoquot Biosphere Trust; Central European University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Geography; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003729056,0.00004165402,0.00003999543,0.00002884225,0.0004119074,0.00003097558,0.0001546859,0.0000287056,0.001322164],"category_scores_gemma":[0.00006665193,0.0000359004,0.00001970078,0.0001486343,0.0003059302,0.00003900908,0.0002059567,0.00004868803,0.0004081431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006132924,"about_ca_system_score_gemma":0.000005274254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003370738,"about_ca_topic_score_gemma":0.0002465998,"domain_scores_codex":[0.9993598,0.00003265751,0.00005606443,0.0001548135,0.0002061044,0.0001905351],"domain_scores_gemma":[0.9997419,0.00004323471,0.00001474291,0.0001381707,0.00002619466,0.00003574195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001143495,0.0000803707,0.8597703,0.00003970858,0.00002277182,0.000002418483,0.003437281,0.00001435682,0.003372286,0.0001025135,0.1079031,0.02514059],"study_design_scores_gemma":[0.0001711399,0.00009851577,0.4741764,0.000005369312,0.000003674214,2.524268e-7,0.0003529929,0.0006857845,0.0006433737,0.0006719035,0.5231271,0.00006342496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496297,0.00001140404,0.0008340131,0.001064372,0.00007689993,0.0006503078,0.000005077175,0.00003554981,0.04769264],"genre_scores_gemma":[0.9858696,0.000005001487,0.00131654,0.0001537265,0.0001017319,0.00005824128,0.000003663511,0.000004082411,0.01248741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.415224,"threshold_uncertainty_score":0.9995908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08789267727323645,"score_gpt":0.3081039261202955,"score_spread":0.2202112488470591,"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."}}