{"id":"W4246652717","doi":"10.2310/6620.2005.00012","title":"Reviewers for 2004","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004450025,0.001058117,0.001371525,0.007855454,0.002532899,0.008684335,0.002162829,0.0037586,0.5658599],"category_scores_gemma":[0.03245711,0.0005487336,0.0009186876,0.003074842,0.0006691183,0.002838866,0.002238414,0.002643312,0.3725528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003706823,"about_ca_system_score_gemma":0.0038238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005149673,"about_ca_topic_score_gemma":0.01724162,"domain_scores_codex":[0.9959721,0.0006524574,0.0003162329,0.00049401,0.002167781,0.0003975435],"domain_scores_gemma":[0.9661607,0.002257443,0.000794446,0.001549772,0.02604685,0.003190766],"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":[0.00001062229,0.000002872346,0.00001714351,0.00003728573,9.71158e-7,0.000008363538,0.000005886746,0.000004741311,0.00001753368,0.0002510596,0.9931973,0.006446139],"study_design_scores_gemma":[0.000009340364,0.000005842248,0.0002345105,0.00006993493,0.000003019234,0.00002600841,0.00003398557,0.00002021585,0.00003371354,0.0003012711,0.9992575,0.000004648301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0007012539,0.009271644,0.001309731,0.08776225,0.4507628,0.0008802882,0.007027714,0.0014844,0.4407999],"genre_scores_gemma":[0.001124071,0.00107798,0.0003356643,0.004662447,0.0112156,0.0001159331,0.0009368906,0.0002356802,0.9802957],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5658599,"threshold_uncertainty_score":0.6192482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020861491728955,"score_gpt":0.2179383864667647,"score_spread":0.1777297715494752,"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."}}