{"id":"W2964463943","doi":"","title":"Ten Years of CJNSE","year":2019,"lang":"fr","type":"article","venue":"Canadian Journal for New Scholars in Education/ Revue canadienne des jeunes chercheures et chercheurs en éducation","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Engineering ethics; Political science; History; Engineering","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01639817,0.0004371702,0.0007315918,0.001467563,0.0004957306,0.0002390999,0.001182941,0.001298749,0.004164618],"category_scores_gemma":[0.105133,0.0005358728,0.0002727649,0.001515888,0.0003855466,0.001763467,0.00004873651,0.005555507,0.0002625342],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01064579,"about_ca_system_score_gemma":0.08036403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3969284,"about_ca_topic_score_gemma":0.8385532,"domain_scores_codex":[0.9902638,0.005133351,0.001463754,0.0006978251,0.000298932,0.002142314],"domain_scores_gemma":[0.9821048,0.008749368,0.0008819186,0.0008752072,0.00206504,0.005323633],"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":[0.0002251082,0.0004357081,0.199875,0.004178166,0.0002522267,0.00003130627,0.2873955,0.0002400457,0.0006263922,0.0215099,0.1365851,0.3486455],"study_design_scores_gemma":[0.001313685,0.0003097275,0.1783254,0.004159047,0.000115028,0.000201683,0.068299,0.00006504763,0.0000485733,0.05220722,0.6944115,0.0005441196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8629737,0.03118144,0.00004416723,0.08277665,0.0165797,0.001783386,0.0001464538,0.0000101752,0.004504279],"genre_scores_gemma":[0.7128647,0.01312675,0.01276645,0.004220579,0.003756153,0.0002675697,0.000397754,0.0002859417,0.2523141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5578263,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665919051283686,"score_gpt":0.4614773122031963,"score_spread":0.2948854070748277,"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."}}