{"id":"W7097576872","doi":"","title":"The Role of Microvariation in the Study of Semantic Universals: Adverbial Quantifiers in","year":2016,"lang":"en","type":"article","venue":"","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverbial; Quantifier (linguistics); Variation (astronomy); Semantics (computer science); Lexical semantics; Semantic property; Syntax; Focus (optics); Unary operation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007875952,0.00006911891,0.000130371,0.0001056285,0.00007543284,0.00002669116,0.0002174697,0.0000235153,0.0000968673],"category_scores_gemma":[0.000337132,0.00003343838,0.00002841908,0.00006038939,0.00009355787,0.0000760094,0.00002578732,0.00004676553,0.000007149758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002862372,"about_ca_system_score_gemma":0.00002956632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01470889,"about_ca_topic_score_gemma":0.07843404,"domain_scores_codex":[0.9990327,0.0001898928,0.0003656597,0.0001087938,0.0001889608,0.0001140169],"domain_scores_gemma":[0.9988621,0.0006239095,0.0001779645,0.0002218815,0.0001071254,0.000007042767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005653226,0.0003007833,0.01580749,0.000008279569,0.00002628116,0.000001147754,0.1637112,0.000008517985,0.001076411,0.8172461,0.00002031484,0.001736886],"study_design_scores_gemma":[0.003039186,0.0003916835,0.07200619,0.0001388519,0.00008438653,7.377787e-7,0.7711228,0.00124622,0.001765332,0.1474832,0.002506885,0.0002144853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900017,0.00001699909,0.00008069292,0.002245695,0.0003360606,0.0003789091,0.000004395653,0.000008154138,0.006927327],"genre_scores_gemma":[0.9995787,0.000008058857,0.00001597151,0.00001251522,0.00009807349,0.000004755114,9.510923e-7,0.000005910109,0.0002750663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6697629,"threshold_uncertainty_score":0.9918522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087744511426002,"score_gpt":0.2341390984020527,"score_spread":0.2132616532877927,"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."}}