{"id":"W1688958904","doi":"10.7748/nr2008.10.16.1.24.c6751","title":"A guide to discourse analysis","year":2008,"lang":"en","type":"review","venue":"Nurse Researcher","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Discourse analysis; Sociology; Critical discourse analysis; Nursing; Civil discourse; Linguistics; Medicine; Political science; Philosophy; Law","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001883823,0.0003817772,0.001872598,0.001212604,0.001143195,0.00001974878,0.001540666,0.0007803875,0.002927463],"category_scores_gemma":[0.001809127,0.0002905778,0.0009159922,0.002830391,0.000151678,0.00004440288,0.000436075,0.003588376,0.008805491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091745,"about_ca_system_score_gemma":0.00280588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789768,"about_ca_topic_score_gemma":0.0005215457,"domain_scores_codex":[0.9895974,0.006474212,0.001370911,0.0006266257,0.0007947463,0.001136063],"domain_scores_gemma":[0.9932569,0.002353062,0.0003783817,0.002695428,0.0006835987,0.0006326733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001113032,0.00004526066,0.00008413082,0.004605098,0.0005527979,0.00001345085,0.002928337,6.814411e-7,9.327198e-9,0.0004715949,0.2348044,0.7564831],"study_design_scores_gemma":[0.00006991143,0.00003601787,0.00002538061,0.01300826,0.0004676497,0.000003281167,0.002038504,0.00001436121,9.86264e-9,0.00001225384,0.9840696,0.0002547095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002373879,0.8540968,0.00008888337,0.001478697,0.0002389734,0.001800605,0.0001371059,0.0001258486,0.1420307],"genre_scores_gemma":[0.000005051209,0.844023,0.0005183779,0.0003265663,0.0004234409,0.002217019,0.0002500462,0.00009070182,0.1521457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7562284,"threshold_uncertainty_score":0.9999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3455034166689652,"score_gpt":0.6687969498033596,"score_spread":0.3232935331343944,"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."}}