{"id":"W2608936084","doi":"10.6084/m9.figshare.4880837.v1","title":"The Status of Vermont Forest Birds: A Quarter Century of Monitoring","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Forestry; Environmental protection; Environmental science; Archaeology","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":[],"category_scores_codex":[0.00005720094,0.0000736837,0.0001021886,0.000008170563,0.0001728622,0.00003742018,0.0004419066,0.00003727763,0.006444005],"category_scores_gemma":[0.0005965969,0.00005107586,0.00005084233,0.00002781044,0.00002639438,0.0001604701,0.0002065622,0.00005973049,0.0007041241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964151,"about_ca_system_score_gemma":0.00000957912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000867678,"about_ca_topic_score_gemma":0.0003361773,"domain_scores_codex":[0.9992004,0.00002454917,0.0001482819,0.0001190386,0.0002310741,0.0002766692],"domain_scores_gemma":[0.998983,0.0001139269,0.0002459317,0.0005764661,0.00001108409,0.00006956543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005125055,0.00009808148,0.7623379,0.00039004,0.00004589201,0.00001669139,0.001160246,0.0001293288,0.009011564,0.000008399808,0.1624948,0.06425581],"study_design_scores_gemma":[0.0001636237,0.0000636611,0.9358742,0.0005340227,0.000003065622,8.744075e-7,0.00006992296,0.0006186611,0.005415242,0.000007864151,0.05717413,0.00007475543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613165,0.0005657311,3.59655e-7,0.00004646676,0.0004519482,0.0005260062,0.02522963,0.00003195902,0.01183137],"genre_scores_gemma":[0.9996053,0.00001310468,0.00001497027,0.000002033759,0.00004342565,0.00004516601,0.0002002749,0.00001005803,0.00006565194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1735363,"threshold_uncertainty_score":0.9944642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738130032115958,"score_gpt":0.2424982691945546,"score_spread":0.225116968873395,"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."}}