{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000248723,0.0001575494,0.0001797468,0.0001649184,0.0001176721,0.0007514381,0.000286727,0.0001600079,0.0008862159],"category_scores_gemma":[0.000296327,0.0001315769,0.0001271228,0.0009622198,0.00011361,0.001865246,0.00007745134,0.0002561231,0.0006663388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006249411,"about_ca_system_score_gemma":0.00015895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006377602,"about_ca_topic_score_gemma":0.00004882952,"domain_scores_codex":[0.9983895,0.0001409763,0.0003495805,0.0003149925,0.0004540077,0.0003508871],"domain_scores_gemma":[0.9994903,0.0001315192,0.00006479414,0.0001557748,0.00002997897,0.0001276976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005547743,0.001347705,0.3601103,0.000812807,0.0002303074,0.0007114016,0.03320486,0.0006890643,0.001097726,0.09268133,0.0200531,0.4885066],"study_design_scores_gemma":[0.002642588,0.0003288136,0.1446664,0.003555207,0.0001828477,0.00002234023,0.02765329,0.00162268,0.01284681,0.01945323,0.7838816,0.003144205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313878,0.002306559,0.00009685599,0.001424052,0.0002658826,0.0003234704,0.0004263816,0.000385988,0.06338303],"genre_scores_gemma":[0.9962774,0.00005999732,0.0001708367,0.0001287562,0.000195559,0.00001302529,0.0002253024,0.00002677029,0.002902352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7638285,"threshold_uncertainty_score":0.9703442,"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."}}