{"id":"W2900133268","doi":"10.18192/aporia.v3i1.3402","title":"\"Lire des textes de recherche : guide convivial pour infirmiers et autres professionnels de la santé\" / B. Davies &amp; J. Logan","year":2017,"lang":"fr","type":"article","venue":"Aporia","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.03725404,0.0005035439,0.0007556632,0.0001265764,0.003956379,0.0003522377,0.0009472302,0.002606556,0.003348175],"category_scores_gemma":[0.06125462,0.000452883,0.0001880046,0.0001551583,0.000986591,0.001188915,0.0004712807,0.00471647,0.001336209],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008374392,"about_ca_system_score_gemma":0.007826521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03205738,"about_ca_topic_score_gemma":0.02458774,"domain_scores_codex":[0.9623676,0.03384085,0.001184468,0.0006198073,0.0003730824,0.001614184],"domain_scores_gemma":[0.9735676,0.02208466,0.001562131,0.001480889,0.0004583792,0.0008463354],"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":[0.0002190342,0.0004383878,0.2803804,0.003527173,0.0002308863,0.0001542078,0.1206623,0.000002254135,0.003084094,0.04241372,0.3984388,0.1504487],"study_design_scores_gemma":[0.001309074,0.00008035471,0.09465277,0.003306115,0.0001043335,0.00006862672,0.02148988,0.00003418321,0.0001366475,0.04884849,0.8295234,0.000446132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6700611,0.005127803,0.0006513139,0.1097433,0.01139133,0.001553232,0.0002011753,0.0002320011,0.2010387],"genre_scores_gemma":[0.7291114,0.004183256,0.03669462,0.002526995,0.004407568,0.0002082695,0.00002982248,0.0001319804,0.2227061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4310846,"threshold_uncertainty_score":0.9997923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4180383799927263,"score_gpt":0.6200571022785897,"score_spread":0.2020187222858634,"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."}}