{"id":"W2172079832","doi":"10.1503/cmaj.109-4319","title":"Person-first language: Noble intent but to what effect?","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stuttering; Fluency; Linguistics; Computer science; Medicine; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001495204,0.0001063756,0.00015477,0.0001785025,0.0002363351,0.0001604707,0.0001837426,0.0001886441,0.01803689],"category_scores_gemma":[0.001104787,0.00008702614,0.00008598188,0.0001492959,0.00001696589,0.0001724824,0.00001594021,0.0005736586,0.005328367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561067,"about_ca_system_score_gemma":0.0003113273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081801,"about_ca_topic_score_gemma":0.01514272,"domain_scores_codex":[0.9977709,0.0001940333,0.0001617677,0.0001193443,0.0008345605,0.0009193895],"domain_scores_gemma":[0.9960022,0.0002497039,0.00005899323,0.0001129531,0.00009657432,0.003479607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003325355,0.0001006348,0.3811432,0.000007488576,0.000387777,0.001004733,0.01210692,4.056574e-7,0.00001399359,0.0001486908,0.3985131,0.2065399],"study_design_scores_gemma":[0.002029282,0.0004334395,0.4844506,0.0001470632,0.00004138715,0.0007909217,0.01535817,0.000007572816,0.00006465902,0.000007460163,0.496411,0.0002584174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321832,0.001742968,0.0000423928,0.05368098,0.004152608,0.0001934061,0.00001436511,0.00002178461,0.007968274],"genre_scores_gemma":[0.9870077,0.00003934675,0.00003265682,0.006603987,0.00237824,0.00003737803,0.000005706267,0.00001594918,0.003879062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2062814,"threshold_uncertainty_score":0.995769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373737722204137,"score_gpt":0.3055233022424818,"score_spread":0.2917859250204404,"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."}}