{"id":"W7117485719","doi":"10.25071/2291-5796.193","title":"Stand With Us: A Plea to Our International Nursing & Midwifery Community","year":2025,"lang":"fr","type":"article","venue":"Witness The Canadian Journal of Critical Nursing Discourse","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plea; Work (physics); Variety (cybernetics); MEDLINE","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":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.002727182,0.0005263033,0.0006643112,0.001000839,0.002798691,0.001366965,0.001529039,0.0003418477,0.0001525405],"category_scores_gemma":[0.003084098,0.0004503654,0.0002533328,0.001027482,0.006930835,0.001260215,0.00001030839,0.003259403,0.00004021279],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00373671,"about_ca_system_score_gemma":0.007632147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01056972,"about_ca_topic_score_gemma":0.0435656,"domain_scores_codex":[0.9943086,0.002147547,0.0009532675,0.000361116,0.0008834809,0.001345986],"domain_scores_gemma":[0.9942814,0.001288319,0.0003547997,0.0008452963,0.001585072,0.001645156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.006254366,0.006887945,0.007700792,0.001069878,0.001050893,0.0004172121,0.2663174,0.002322613,0.0002098607,0.2991456,0.3015871,0.1070363],"study_design_scores_gemma":[0.003809735,0.001693132,0.0394785,0.09443292,0.005656058,0.005373831,0.5286658,0.0002834042,0.0003949792,0.1612561,0.157034,0.001921525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1021426,0.00763213,0.01078328,0.8341572,0.03556508,0.0003548752,0.00008682327,0.00002098362,0.009257046],"genre_scores_gemma":[0.9864501,0.00001386411,0.002440962,0.004047254,0.002500819,0.000006762877,0.00001542324,0.00008832464,0.004436443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8843076,"threshold_uncertainty_score":0.9997948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362216191708503,"score_gpt":0.3999165281358975,"score_spread":0.3562943662188124,"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."}}