{"id":"W7103228601","doi":"","title":"Work Smarter...Not Harder: Efficient Minimization of Dependency Length in SOV Languages","year":2024,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Stuttgart; Atomic Energy of Canada Limited; Universität Potsdam","keywords":"Heuristics; Dependency (UML); Minification; Property (philosophy); Optimality theory; Bounded function; Verb; Natural language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002468846,0.0002864305,0.0002409303,0.0006072625,0.001186153,0.00298785,0.0007411721,0.0004810929,0.003508301],"category_scores_gemma":[0.008231904,0.0003273785,0.0003192751,0.0006885388,0.003280729,0.003580983,0.001398949,0.0007563903,0.0005057623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392563,"about_ca_system_score_gemma":0.001590333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005156474,"about_ca_topic_score_gemma":0.007892526,"domain_scores_codex":[0.9984907,0.0009495298,0.0000603969,0.0002225257,0.0001445284,0.0001323421],"domain_scores_gemma":[0.9962841,0.001750511,0.0006375642,0.0008190203,0.0003271631,0.0001816813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003065442,0.0001020434,0.04931333,0.0003379987,0.0001309512,0.0007920259,0.0487478,0.02286101,0.02400371,0.6715978,0.008137826,0.173669],"study_design_scores_gemma":[0.00006132218,0.0001126825,0.04199748,0.0001925253,0.00009329388,0.0005338867,0.02118513,0.06613692,0.01065418,0.8063487,0.05254803,0.0001358298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8212003,0.0004610869,0.09627189,0.003800471,0.00004577629,0.0000435771,0.0002717648,0.0005222173,0.07738295],"genre_scores_gemma":[0.9861583,0.00006922283,0.01174114,0.00008968117,0.000005797211,0.00001939676,0.0001018717,0.0001226535,0.00169195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005156474,"threshold_uncertainty_score":0.01305664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174008991003231,"score_gpt":0.2479047460730198,"score_spread":0.2361646561629875,"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."}}