{"id":"W4242405268","doi":"10.5260/chara.19.1.23","title":"Érudit","year":2017,"lang":"hu","type":"article","venue":"The Charleston Advisor","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004723564,0.0004103093,0.0007071883,0.00004649967,0.01046044,0.00009313578,0.001860092,0.001125416,0.003711875],"category_scores_gemma":[0.002604106,0.0002657843,0.0002730136,0.00009705283,0.0008231414,0.0002772399,0.0005536939,0.00466285,0.01278346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349643,"about_ca_system_score_gemma":0.001414951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218033,"about_ca_topic_score_gemma":0.000555674,"domain_scores_codex":[0.9951514,0.001392843,0.0008724981,0.0005533075,0.000616496,0.001413426],"domain_scores_gemma":[0.9934905,0.00123242,0.001070568,0.003365407,0.0002349349,0.0006062369],"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":[0.0001428762,0.0002796437,0.009164332,0.001527456,0.00015172,0.00006349177,0.09379917,9.286071e-7,0.000205985,0.01372617,0.8118955,0.06904265],"study_design_scores_gemma":[0.001746061,0.0001754682,0.1050517,0.0009374479,0.000126925,0.000007153554,0.0164742,0.0001455167,0.0000267733,0.0008135239,0.8741702,0.0003249229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5279557,0.004605151,0.00008307861,0.3668872,0.01011566,0.002748636,0.0001273443,0.0002023028,0.08727495],"genre_scores_gemma":[0.8672514,0.008972028,0.00008609649,0.02512378,0.006427374,0.0001038899,0.00001697153,0.0001000475,0.09191842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3417634,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09015172541379382,"score_gpt":0.4181612343780182,"score_spread":0.3280095089642244,"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."}}