{"id":"W4392117903","doi":"10.15173/m.v1i28.2607","title":"Cover Page","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Medicine; Geography; 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":[0.0003427726,0.00007906523,0.00007235562,0.00002608511,0.00006210598,0.00001321229,0.0003039691,0.00002007592,0.005661069],"category_scores_gemma":[0.0002069865,0.00003103473,0.00004061647,0.0001101046,0.0001300307,0.00006970995,0.00004772772,0.00004392832,0.2262271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007815694,"about_ca_system_score_gemma":0.00009972252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137997,"about_ca_topic_score_gemma":0.000002921731,"domain_scores_codex":[0.9993227,0.00008072153,0.000079858,0.0001192763,0.0001700251,0.0002274588],"domain_scores_gemma":[0.9991497,0.000179792,0.00003866283,0.0005291676,0.00002185903,0.00008083859],"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":[0.00002435234,0.00005883149,0.001497449,0.000001974445,0.00002269788,0.000001478224,0.0008850808,4.812968e-8,0.2390559,0.003535547,0.7526008,0.002315791],"study_design_scores_gemma":[0.0004124776,0.00001973846,0.01890496,0.00002348958,0.00002620884,0.00001386062,0.0001855558,0.000001066537,0.0538923,0.0024436,0.9239202,0.0001566111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963895,0.0001232757,0.00001719284,0.006733454,0.0005750268,0.0001240713,0.00003325974,0.0001179346,0.02838074],"genre_scores_gemma":[0.9672513,0.000004428432,0.00003976767,0.0004576348,0.0003382652,0.00002406044,5.874782e-7,0.00004586223,0.03183807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2205661,"threshold_uncertainty_score":0.9952479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961690579576731,"score_gpt":0.2689976707228076,"score_spread":0.2493807649270403,"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."}}