{"id":"W4390891914","doi":"10.16995/glossa.11020","title":"Title Pending 11020","year":2024,"lang":"en","type":"article","venue":"Glossa a journal of general linguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Juncture; Prefix; Phonology; Linguistics; Typology; Word (group theory); Representation (politics); Computer science; History; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004044154,0.00003699316,0.00007487671,0.00006554885,0.00008130538,0.00006198567,0.00009571258,0.00004594863,0.001944361],"category_scores_gemma":[0.002722398,0.00003213991,0.00005362511,0.00009022863,0.00004272491,0.000009507934,0.00001097872,0.0001177475,0.0002445512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005071567,"about_ca_system_score_gemma":0.0002666865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003624404,"about_ca_topic_score_gemma":0.000008866056,"domain_scores_codex":[0.9994839,0.00003783776,0.0001610062,0.00004787202,0.0001655738,0.0001037962],"domain_scores_gemma":[0.9995434,0.0000619643,0.00005487847,0.00003721057,0.0002331501,0.00006936866],"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":[0.000003302584,0.00001071907,0.00007555916,0.00000890199,0.00002580862,0.0002226005,0.001394624,0.000008564494,0.00008167516,0.8050358,0.1901503,0.00298212],"study_design_scores_gemma":[0.00004402573,0.00001681727,0.00002239382,0.00001760584,0.0000223656,0.00001368514,0.000065662,0.0001862173,0.0000324535,0.007529761,0.9920098,0.00003925084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001030505,0.001071204,0.002828144,0.0004812614,0.01655966,0.00002763628,0.000007427231,0.00003253854,0.9779616],"genre_scores_gemma":[0.9514124,0.000192157,0.008473709,0.0002377345,0.0177317,2.400987e-7,0.00000183617,0.00001009267,0.02194014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9560215,"threshold_uncertainty_score":0.998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110784844283923,"score_gpt":0.3537279645004734,"score_spread":0.3226201160576342,"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."}}