{"id":"W2250720","doi":"10.1038/348649a0","title":"Reference: Interdisciplinary Perspectives","year":2008,"lang":"en","type":"book","venue":"Nature","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Demonstrative; Cognitive linguistics; Expression (computer science); Cognitive science; Hierarchy; Computer science; Linguistics; Cognition; Epistemology; Applied linguistics; Discipline; Psychology; Sociology; Social science; Philosophy","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00002618529,0.0002582084,0.0003252554,0.000116442,0.0005045069,0.00004843347,0.0002401829,0.001484344,0.0009919577],"category_scores_gemma":[0.00003912619,0.0001975033,0.0001223749,0.000006013068,0.0006451522,0.00002667719,0.0003412017,0.004140472,0.0002377183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009275971,"about_ca_system_score_gemma":0.0001179692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003077334,"about_ca_topic_score_gemma":0.0001555683,"domain_scores_codex":[0.9991882,0.000009881002,0.0001462013,0.0003190324,0.0001601161,0.0001765066],"domain_scores_gemma":[0.9992627,0.00005477624,0.000107078,0.0002343706,0.0003124365,0.00002865453],"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":[0.000004970827,0.00001229878,0.000001087619,0.00001790402,0.00009089887,0.00006916513,0.02545493,9.71156e-9,2.686069e-8,0.5005647,0.4735757,0.0002083589],"study_design_scores_gemma":[0.00008069903,0.00005975297,0.00001847702,0.00007932651,0.00004883199,0.00001046553,0.002791072,4.05826e-7,2.746955e-7,0.05411803,0.9425654,0.0002273067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004718163,0.01874502,1.084571e-7,0.0005657815,0.001965815,0.00009102286,0.000226359,0.00009314105,0.9782656],"genre_scores_gemma":[0.02001699,0.0008780378,0.00001774598,0.000319885,0.005730202,0.00000809777,0.0001447412,0.00003409518,0.9728502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4689897,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589208133223896,"score_gpt":0.2878069774711201,"score_spread":0.2519148961388811,"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."}}