{"id":"W2157392251","doi":"10.1017/s0047404503322055","title":"<i>Well</i> weird, <i>right</i> dodgy, <i>very</i> strange, <i>really</i> cool: Layering and recycling in English intensifiers","year":2003,"lang":"en","type":"article","venue":"Language in Society","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Variation (astronomy); Speech community; Linguistics; History; Psychology; Sociology; Astrophysics; Philosophy; Physics","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":[0.001762876,0.0001797841,0.0003030951,0.00005540262,0.000199939,0.0000833414,0.0001855002,0.0002835718,0.0001821373],"category_scores_gemma":[0.001174031,0.0001895679,0.0001023562,0.0004732066,0.0002588263,0.0001529925,0.00004573524,0.00045889,0.000009694233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396167,"about_ca_system_score_gemma":0.0001484122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006832659,"about_ca_topic_score_gemma":0.01370161,"domain_scores_codex":[0.9980708,0.000307194,0.0003772407,0.0004134635,0.0002581389,0.000573114],"domain_scores_gemma":[0.9990724,0.0003737838,0.0001030118,0.0002014603,0.0001016181,0.0001477019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007000737,0.0003212434,0.1146681,0.0001188087,0.00007209841,0.0004398213,0.7970384,0.0001556699,0.003578528,0.06303278,0.01848725,0.002017285],"study_design_scores_gemma":[0.004639973,0.00006180563,0.004620155,0.0002122552,0.00004916122,0.0000139258,0.2932112,0.0002214058,0.001359658,0.002256879,0.6922668,0.001086767],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309925,0.001038511,0.0002486269,0.000670271,0.001608314,0.0004638721,0.00001514047,0.0002257619,0.164737],"genre_scores_gemma":[0.9901456,0.0009639402,0.002783162,0.004878561,0.000338186,0.00002043119,0.00001011921,0.00002617516,0.0008338054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6737795,"threshold_uncertainty_score":0.999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275003943825754,"score_gpt":0.2776287017062459,"score_spread":0.2648786622679884,"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."}}