{"id":"W4394113150","doi":"10.6084/m9.figshare.20301885","title":"National Protected Area Analysis 2021","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005338518,0.0001293831,0.0002096845,0.00003277683,0.0003935734,0.00003350758,0.0002982281,0.0001522821,0.9885221],"category_scores_gemma":[0.0007738987,0.00005253097,0.0001641788,0.00103264,0.0000056555,0.00003413146,0.0002486971,0.0002524758,0.001116073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003333694,"about_ca_system_score_gemma":0.00003047508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005589888,"about_ca_topic_score_gemma":0.003506,"domain_scores_codex":[0.9990878,0.00007816569,0.000148951,0.0002766309,0.0002728754,0.0001355881],"domain_scores_gemma":[0.9992478,0.0003219792,0.0001569584,0.00004865124,0.0001956171,0.00002892454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003271945,0.00002817893,0.00003499787,0.000007706175,0.0002467157,0.000005878157,0.000001315673,0.000004511579,0.000002557209,3.051148e-7,0.9994386,0.0002259112],"study_design_scores_gemma":[0.00002142999,0.00003007969,0.02343909,0.00001774062,0.00007061292,8.609188e-7,0.00001609112,0.000004372446,7.985683e-7,0.00001450469,0.9762478,0.0001366084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004506541,0.0001197618,1.556859e-9,0.0004388799,0.00003143583,0.000168534,0.9989136,0.00002082823,0.000261902],"genre_scores_gemma":[0.0000347395,0.000009523882,8.949066e-7,0.0005974561,0.0001292742,0.001021389,0.9976405,2.575933e-7,0.0005659605],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.987406,"threshold_uncertainty_score":0.9996617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07942024967351542,"score_gpt":0.2587148301894045,"score_spread":0.1792945805158891,"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."}}