{"id":"W6910679111","doi":"10.4230/oasics.manzini","title":"OASIcs, Volume 131, Manzini's Festschrift, Complete Volume","year":2025,"lang":"en","type":"other","venue":"DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Volume (thermodynamics); Work (physics); Compression (physics); Ventricular volume","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":[0.002383863,0.001707128,0.001419903,0.00456302,0.002205503,0.009823133,0.001615373,0.002000284,0.5720707],"category_scores_gemma":[0.004686744,0.0006338541,0.0008815532,0.004666932,0.001151618,0.004144004,0.003434008,0.002831552,0.4830142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00419114,"about_ca_system_score_gemma":0.004049983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007826813,"about_ca_topic_score_gemma":0.01347645,"domain_scores_codex":[0.9980248,0.0002087866,0.0001161706,0.0002298989,0.001156727,0.0002636443],"domain_scores_gemma":[0.998104,0.000262107,0.00008966163,0.0002008234,0.0006761682,0.0006671572],"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":[0.00002322486,0.00001277958,0.0000221791,0.0000810843,0.000001753142,0.000005250889,0.000009801181,0.0000243525,0.00007777927,0.001987617,0.9795002,0.01825402],"study_design_scores_gemma":[0.000005989715,0.000009895103,0.0001873049,0.00005792344,0.00000151995,0.00001381256,0.00001609877,0.00003136801,0.0000654951,0.001296521,0.99831,0.000004170174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005254388,0.01667462,0.001748589,0.009285391,0.0809921,0.0002811734,0.01102525,0.001746414,0.877721],"genre_scores_gemma":[0.001311064,0.003391142,0.0004833778,0.0009545783,0.005557422,0.0001084079,0.003288796,0.001363227,0.983542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5720707,"threshold_uncertainty_score":0.6103892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694934749136053,"score_gpt":0.3227305470015886,"score_spread":0.2957811995102281,"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."}}