{"id":"W3027136168","doi":"10.1111/csp2.203","title":"The Protected Area Paradox and refugee species: The giant panda and baselines shifted towards conserving species in marginal habitats","year":2020,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Threatened species; Habitat; Refugee; Ecology; Geography; Habitat destruction; Conservation status; Protected area; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002236874,0.0001243424,0.0001121536,0.00002405522,0.0009330226,0.0005562463,0.0002409024,0.0000356181,0.0006929318],"category_scores_gemma":[0.00725108,0.0000760564,0.00001150511,0.0009283778,0.001977462,0.0009746201,0.0002857834,0.0001447865,0.00001979743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008457813,"about_ca_system_score_gemma":0.0000789166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003158611,"about_ca_topic_score_gemma":0.0008112399,"domain_scores_codex":[0.9984716,0.0001815236,0.0002328316,0.0003590629,0.0005001807,0.0002547575],"domain_scores_gemma":[0.9983304,0.001116364,0.0001514688,0.0001702786,0.0001027849,0.0001287733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002928852,0.0002882965,0.5679508,0.0002013716,0.00005979152,0.0001400319,0.03144852,0.00002192395,0.2149364,0.04742604,0.06947579,0.06512214],"study_design_scores_gemma":[0.0002819197,0.00005301934,0.6814955,0.00001275596,0.0000102076,0.00004281278,0.01258605,0.002742097,0.0002999431,0.0001231241,0.3022397,0.0001128653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7761562,0.0003378383,0.0001018918,0.2165141,0.00005529953,0.0003902662,0.000019468,0.00002389693,0.00640111],"genre_scores_gemma":[0.98448,0.001501811,0.0003470902,0.01333272,0.00003151773,0.00004344708,0.000005651529,0.000006038063,0.0002516896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2327639,"threshold_uncertainty_score":0.8680744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09029381354718889,"score_gpt":0.295681033311997,"score_spread":0.2053872197648081,"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."}}