{"id":"W4406738560","doi":"10.1093/oxfordhb/9780198746843.013.1","title":"Circulation","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Circulation (fluid dynamics); Physics; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007582027,0.0007869431,0.0007339267,0.002104184,0.001486095,0.007239118,0.001202526,0.002266269,0.7632989],"category_scores_gemma":[0.003727778,0.0003421742,0.0005682308,0.001916912,0.0007256427,0.002832414,0.002349347,0.002728404,0.6406725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622015,"about_ca_system_score_gemma":0.00239375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190038,"about_ca_topic_score_gemma":0.002978906,"domain_scores_codex":[0.9990866,0.00008763766,0.00006320551,0.0002089416,0.0004551656,0.0000983991],"domain_scores_gemma":[0.9983089,0.0001898885,0.00008300441,0.0003100086,0.0007893484,0.0003188464],"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":[0.00004027066,0.00002086915,0.0001414381,0.0001708358,0.000005142924,0.00008269271,0.00003574636,0.00002590963,0.0002195112,0.0081293,0.9135618,0.07756647],"study_design_scores_gemma":[0.000006377583,0.000005418482,0.0001412786,0.0000659384,0.00000137295,0.00004575895,0.00001306276,0.00001246494,0.00005160586,0.0008402638,0.998814,0.000002371625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004840408,0.006311048,0.0009221255,0.01005145,0.02695934,0.0001266742,0.01205947,0.001470318,0.9416155],"genre_scores_gemma":[0.003401805,0.003368098,0.0005984404,0.003203429,0.005995284,0.00007864959,0.006753629,0.000537548,0.9760632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7632989,"threshold_uncertainty_score":0.3376253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374931448407644,"score_gpt":0.1775477549373761,"score_spread":0.1537984404532996,"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."}}