{"id":"W7068045150","doi":"","title":"Nature's Past Episode 026: Environmental History as Public History","year":2011,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental history; Public history; Spring (device); Environmental movement; Historical thinking; Environmental studies; Environmental change; Social history (medicine)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000203373,0.0004786619,0.0003609789,0.001151502,0.0001719586,0.0001371583,0.003108192,0.0005009963,0.003828858],"category_scores_gemma":[0.000002489129,0.0006546265,0.0003477635,0.000588763,0.000397961,0.002542298,0.001485655,0.0006436901,0.002038041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267879,"about_ca_system_score_gemma":0.0006493274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008472172,"about_ca_topic_score_gemma":0.00001226539,"domain_scores_codex":[0.9979455,0.00008197602,0.0001467788,0.001006019,0.0003912567,0.0004284323],"domain_scores_gemma":[0.9980847,0.00008368192,0.0003671928,0.0009948229,0.0000153263,0.0004542732],"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":[0.00001284024,0.0001905683,0.0002173168,0.00001125772,0.00008807344,0.0001349022,0.00008530173,0.000001616695,0.000001736005,0.3234869,0.6740987,0.001670739],"study_design_scores_gemma":[0.0003644801,0.00005111862,0.0001643227,0.00003483711,0.00003278441,0.00001065377,0.0001117295,0.00005363481,0.000002209366,0.0012553,0.9972389,0.0006799769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004803199,0.00100595,0.007649734,0.0003105038,0.0006142449,0.0002832112,0.0004823569,0.001111072,0.9884949],"genre_scores_gemma":[0.01139178,0.0001270747,0.002627433,0.0004328061,0.0002265107,2.366375e-7,0.0009403476,0.000175493,0.9840783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3231402,"threshold_uncertainty_score":0.9995905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092454866436042,"score_gpt":0.1412094211512341,"score_spread":0.1302848724868737,"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."}}