{"id":"W3165648228","doi":"10.1017/9781108937979.015","title":"The Role of Context and Cognition in Countability: A Psycholinguistic Account of Lexical Distributions","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Plural; Noun; Countable set; Linguistics; Context (archaeology); Mathematics; Cognition; Psychology; History; Philosophy; Pure mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001854535,0.000184447,0.0003634685,0.00008476846,0.00009721157,0.0000157888,0.0001707733,0.000281898,0.00002360857],"category_scores_gemma":[0.00005365127,0.0001797754,0.0001346213,0.00001461596,0.0005711775,0.00002390486,0.00009472797,0.0003380861,0.000002667115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006324047,"about_ca_system_score_gemma":0.00007349067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000591282,"about_ca_topic_score_gemma":0.000109232,"domain_scores_codex":[0.9989327,0.0001026858,0.0002901841,0.0003306499,0.0001749435,0.0001687956],"domain_scores_gemma":[0.9987118,0.0002726587,0.0002523618,0.0003666343,0.0003378851,0.00005866985],"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":[0.0003616976,0.00006084056,0.000055882,0.00005835479,0.0001741653,0.00005541376,0.0003131753,3.843665e-8,0.0000987518,0.9901817,0.000398292,0.008241685],"study_design_scores_gemma":[0.003616669,0.0002338887,0.003739236,0.0007999757,0.001414142,0.00007208299,0.008725374,0.00003240925,0.001015347,0.002707787,0.9769598,0.0006832361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01360668,0.002727258,0.0001445805,0.000008847926,0.0002216015,0.0003753737,0.001651968,0.00001670057,0.981247],"genre_scores_gemma":[0.7781124,0.0001885789,0.000007259845,0.00002270275,0.00006114332,0.000003278653,0.0002319187,0.00001654438,0.2213562],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9874739,"threshold_uncertainty_score":0.7331028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006123662970212,"score_gpt":0.2502871025290799,"score_spread":0.2302258658993778,"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."}}