{"id":"W3165650620","doi":"10.7591/cornell/9781501749766.003.0010","title":"Upstate and Downstate Avant-Gardes","year":2020,"lang":"en","type":"book-chapter","venue":"Cornell University Press eBooks","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thriving; Port (circuit theory); Empire; Archaeology; Geography; Economic history; History; Engineering; Sociology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.00002857447,0.0002845275,0.0002552537,0.0000220184,0.0001522223,0.000006946972,0.0002694949,0.000126864,0.0006964239],"category_scores_gemma":[9.475691e-7,0.0002939948,0.00009231619,0.000001908369,0.003025867,0.00005633327,0.000684223,0.0002703581,0.000415573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307783,"about_ca_system_score_gemma":0.000009041843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485472,"about_ca_topic_score_gemma":0.00001610778,"domain_scores_codex":[0.9989576,0.0000202735,0.0001074075,0.0005555958,0.0001805631,0.0001786086],"domain_scores_gemma":[0.9993722,0.00002405096,0.0001464066,0.0002223358,0.000002682898,0.0002322958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003148114,0.0002787845,0.001044075,0.0006862245,0.001477674,0.01178578,0.02054176,0.003377961,0.005366696,0.4310456,0.3807215,0.1405258],"study_design_scores_gemma":[0.0002379235,0.00007164208,0.0001028802,0.0000243012,0.00008609387,0.00001588542,0.00008703393,0.00006490488,0.00003474495,0.001082886,0.9978088,0.0003828825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005626249,0.00008149936,0.0001057567,0.00001875982,0.00007089067,0.0001846041,0.00007627092,0.00005915822,0.9988405],"genre_scores_gemma":[0.01925591,0.0004900446,0.0001041874,0.0002295456,0.00002672912,2.891112e-7,0.00001562183,0.00003373258,0.9798439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6170873,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004738473480184,"score_gpt":0.1504653774557103,"score_spread":0.1304179927209085,"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."}}