{"id":"W4392108413","doi":"10.15173/m.v1i36.2325","title":"Cover Page","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Biology; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003333537,0.00008090703,0.00008910977,0.00002748906,0.0000406407,0.00002273876,0.0003160031,0.00002217089,0.00997456],"category_scores_gemma":[0.00005717699,0.00004725423,0.00004425431,0.0001536082,0.00004974732,0.00006049569,0.0000512289,0.0001062522,0.4998319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005765945,"about_ca_system_score_gemma":0.0001036316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002865672,"about_ca_topic_score_gemma":0.000001769557,"domain_scores_codex":[0.9993245,0.00006849234,0.0000770604,0.0001265362,0.0001893682,0.0002140163],"domain_scores_gemma":[0.999169,0.00009365351,0.00003932803,0.0006174681,0.00001890251,0.00006166231],"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":[0.00004726482,0.000138046,0.01297983,0.00001448863,0.00005115178,0.000001562498,0.004208453,0.00000640151,0.1355937,0.005954264,0.8406447,0.0003601098],"study_design_scores_gemma":[0.0004311086,0.00003484388,0.04107473,0.00001454922,0.00003240396,0.00001485365,0.001020322,0.00004720059,0.01678488,0.000932093,0.9393973,0.0002157492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159386,0.0001309913,7.63994e-7,0.0009601229,0.0008505186,0.0002137584,0.00001274201,0.00008112763,0.08181143],"genre_scores_gemma":[0.9590541,0.000001425685,0.00003613491,0.000665034,0.0001935195,0.00001370805,0.000003280876,0.00004865654,0.03998413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4898573,"threshold_uncertainty_score":0.9909304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192131829546966,"score_gpt":0.2576870313324826,"score_spread":0.2457657130370129,"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."}}