{"id":"W4249917842","doi":"10.1162/ling_a_00386","title":"Feature Gluttony","year":2020,"lang":"en","type":"article","venue":"Linguistic Inquiry","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Feature (linguistics); Nominative case; Computer science; Clitic; Linguistics; Constraint (computer-aided design); Focus (optics); Distinctive feature; Predicative expression; Hierarchy; Natural language processing; Artificial intelligence; Mathematics; Verb; Philosophy; Physics","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":[0.001182759,0.0006940577,0.0005281077,0.001206244,0.002197793,0.002360293,0.001957539,0.001517833,0.02280438],"category_scores_gemma":[0.004479751,0.0006369395,0.0006980181,0.0009311395,0.005273997,0.008394361,0.006162149,0.002672315,0.001754652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783281,"about_ca_system_score_gemma":0.0007730728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128664,"about_ca_topic_score_gemma":0.001103133,"domain_scores_codex":[0.9980033,0.0003939458,0.0001018419,0.0007480952,0.0004793938,0.00027347],"domain_scores_gemma":[0.9969094,0.000927171,0.0002669934,0.00141553,0.0003669016,0.0001139628],"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":[0.0001471108,0.00003139946,0.003371913,0.0001101112,0.00002330063,0.001130517,0.004981501,0.0007268572,0.008451314,0.9349295,0.002518759,0.04357769],"study_design_scores_gemma":[0.00005733568,0.0002191906,0.006756896,0.0001313124,0.00007466409,0.005934461,0.00361845,0.007985127,0.02797534,0.8223053,0.1247917,0.0001502077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3162693,0.0004327331,0.3168388,0.002489866,0.000303995,0.0002467518,0.0008744459,0.003531607,0.3590125],"genre_scores_gemma":[0.9702246,0.0000614207,0.01812979,0.0003382097,0.00004770702,0.0000720492,0.0001957473,0.0007106668,0.01021998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02280438,"threshold_uncertainty_score":0.07628822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929808606483453,"score_gpt":0.2664994727716295,"score_spread":0.207201386706795,"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."}}