{"id":"W4384070934","doi":"10.1002/9781119693604.morphcom028","title":"Evaluative Morphology: Universals and Variation","year":2023,"lang":"en","type":"other","venue":"","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Morphology (biology); Morpheme; Variation (astronomy); Problem of universals; Linguistics; Inflection; Contrast (vision); Hierarchy; Property (philosophy); Definiteness; Psychology; Computer science; Mathematics; Epistemology; Artificial intelligence; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001093684,0.0002280831,0.0003755805,0.001614897,0.001094792,0.004297452,0.0004945747,0.000537144,0.005061552],"category_scores_gemma":[0.002851292,0.0001543856,0.0002251665,0.001803513,0.007852006,0.004307927,0.002266794,0.001069072,0.0003819766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122949,"about_ca_system_score_gemma":0.0004012434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008807359,"about_ca_topic_score_gemma":0.0007840662,"domain_scores_codex":[0.9989964,0.0003692511,0.00008200781,0.000184462,0.0002876419,0.000080146],"domain_scores_gemma":[0.9982829,0.0009503046,0.0001608955,0.0003163807,0.0002386712,0.00005077505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001339684,0.000004897582,0.0007657897,0.00009947025,0.000007279297,0.0001738956,0.003870894,0.0002474909,0.0008290484,0.9657304,0.0009655116,0.02729181],"study_design_scores_gemma":[0.000005476319,0.00002039249,0.006961436,0.000176876,0.00001745956,0.001169561,0.003064846,0.001114934,0.001436143,0.8872976,0.09870987,0.00002539082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1908511,0.01487638,0.07518084,0.004311743,0.0002708242,0.00004862974,0.0004131238,0.0004976789,0.7135496],"genre_scores_gemma":[0.9877259,0.001467738,0.002763476,0.000140749,0.00009491693,0.00001777954,0.00008363977,0.0001084347,0.007597375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005061552,"threshold_uncertainty_score":0.01693255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948928877139504,"score_gpt":0.2669616596525428,"score_spread":0.2274723708811478,"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."}}