{"id":"W4237378853","doi":"10.1002/9781119105664.ch1","title":"Nonconfigurationality","year":2015,"lang":"en","type":"other","venue":"","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Linguistics; Computer science; Phrase; Grammar; Style (visual arts); Expression (computer science); Noun phrase; Phenomenon; Natural language processing; Grammatical category; Artificial intelligence; History; Noun; Philosophy; Programming language","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":[0.001585973,0.000466883,0.0003698989,0.001277139,0.001941301,0.002713675,0.001220428,0.0006636857,0.01173859],"category_scores_gemma":[0.006898022,0.0003720545,0.0006190935,0.001366457,0.008875118,0.004563739,0.004841013,0.00137703,0.001416496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009524004,"about_ca_system_score_gemma":0.0006900934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016448,"about_ca_topic_score_gemma":0.001296132,"domain_scores_codex":[0.9968162,0.0009055083,0.000310434,0.0009935593,0.0006686345,0.0003057488],"domain_scores_gemma":[0.9943048,0.001486403,0.0007590716,0.002532984,0.0006753976,0.0002413205],"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":[0.0001668027,0.00003552066,0.01672425,0.0001872408,0.00005316739,0.001039304,0.01775964,0.0003515873,0.01169281,0.8857461,0.0018437,0.06439987],"study_design_scores_gemma":[0.00004813995,0.0001865124,0.06787064,0.0002364786,0.0001044099,0.007735086,0.009839256,0.002419278,0.009326505,0.7511045,0.1509955,0.0001336868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5499775,0.0008492079,0.05310111,0.001203382,0.0001588665,0.0001215566,0.0004989932,0.0004483734,0.393641],"genre_scores_gemma":[0.9876588,0.0001267879,0.005056305,0.0001455739,0.00003413035,0.0000691504,0.0002260592,0.0001321135,0.00655111],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01173859,"threshold_uncertainty_score":0.03926951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05413412690062116,"score_gpt":0.3716293123575976,"score_spread":0.3174951854569764,"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."}}