{"id":"W2043784066","doi":"10.12968/bjom.2002.10.3.10199","title":"The stormy seas of change","year":2002,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Social Issues and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Position (finance); Order (exchange); Computer science; Public relations; Political science; Engineering ethics; Operations research; Process management; Sociology; Engineering; Business; Finance; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007673693,0.00004133449,0.0001425092,0.00002531345,0.0004889572,0.00008925323,0.0002720859,0.00005661777,0.0002454472],"category_scores_gemma":[0.0003452904,0.00003763927,0.0001305376,0.0001483435,0.0003095223,0.0001929019,0.00001803233,0.0001423665,0.00001027182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003300417,"about_ca_system_score_gemma":0.0000247804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435874,"about_ca_topic_score_gemma":0.002556629,"domain_scores_codex":[0.9989644,0.0001715537,0.0002397226,0.00003710781,0.0003931391,0.0001941139],"domain_scores_gemma":[0.9992195,0.00020077,0.0002366588,0.00004967477,0.0002039399,0.00008946645],"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":[0.00002545157,0.0001933813,0.006929654,0.00002160118,0.000118543,0.0002005698,0.1199038,0.000001709171,0.00004499338,0.007417168,0.1869565,0.6781867],"study_design_scores_gemma":[0.0001856689,0.00005615917,0.01510365,0.0001184164,0.00001958306,0.0000762144,0.009741291,0.000002808406,0.00002641806,0.0008023165,0.9737959,0.0000715858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004771,0.06287332,0.000003272526,0.005629851,0.001295615,0.0001103921,0.00001240746,0.00001188946,0.02958616],"genre_scores_gemma":[0.9613445,0.03358271,0.00002957485,0.0002266172,0.002053645,0.000001406981,1.463757e-7,0.000006119652,0.002755227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7868394,"threshold_uncertainty_score":0.658914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350442273614727,"score_gpt":0.3315583371754137,"score_spread":0.196514109813941,"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."}}