{"id":"W1994548342","doi":"10.5596/c12-043","title":"Featuring: Sophie Regalado","year":2012,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thunder; Rehabilitation; Health care; Work (physics); Position (finance); Addiction; Nursing; Management; Library science; Business; Medicine; Political science; Engineering; Computer science; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.04431844,0.0004083097,0.0009300427,0.0004691775,0.004127659,0.00130094,0.001153004,0.001664186,0.002810476],"category_scores_gemma":[0.09968308,0.0003474954,0.0004271722,0.001082835,0.0001324656,0.003120763,0.0001310652,0.009312285,0.00002284382],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.09753134,"about_ca_system_score_gemma":0.1956151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5957323,"about_ca_topic_score_gemma":0.7367329,"domain_scores_codex":[0.9668949,0.02364696,0.00225647,0.0001962273,0.002870938,0.004134502],"domain_scores_gemma":[0.9619688,0.01915625,0.009077981,0.0003300507,0.001974178,0.007492682],"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":[0.00006350907,0.00006453779,0.3480086,0.0001775437,0.0004102205,0.0001087932,0.004238228,0.00003023383,0.000003126923,0.001881717,0.6426401,0.002373442],"study_design_scores_gemma":[0.000917233,0.0001116251,0.2199706,0.0007168749,0.0001380193,0.0007064514,0.001835116,0.00007341231,0.00002000244,0.002917552,0.7723523,0.0002408422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04038051,0.3873166,0.0001468283,0.5492725,0.01458043,0.0005858174,0.0005134785,0.00002369246,0.007180176],"genre_scores_gemma":[0.602048,0.2361341,0.003635825,0.09230042,0.03301935,0.00001655828,0.00002159078,0.0001629649,0.03266112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5616676,"threshold_uncertainty_score":0.9998977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764655768423465,"score_gpt":0.3470265399845395,"score_spread":0.3293799823003049,"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."}}