{"id":"W4392108165","doi":"10.15173/m.v1i30.1888","title":"Back Cover","year":2018,"lang":"en","type":"paratext","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005319499,0.0005082409,0.0005111083,0.0001303439,0.0001723811,0.0001176174,0.00155039,0.000331635,0.5489453],"category_scores_gemma":[0.0000974413,0.0003112604,0.0002127991,0.000371014,0.0005983083,0.00006360837,0.0002482026,0.0006134125,0.9965629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369999,"about_ca_system_score_gemma":0.001249596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001134595,"about_ca_topic_score_gemma":0.000008688222,"domain_scores_codex":[0.9977219,0.0003089584,0.000314035,0.0005140566,0.0004966133,0.0006444477],"domain_scores_gemma":[0.9972252,0.0001778793,0.0003349551,0.001905176,0.0001479931,0.0002087482],"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":[0.00003533234,0.00007040471,0.000003038556,0.00004863047,0.0001389685,4.21656e-7,0.0008440545,9.501954e-7,0.0003513267,0.00003456355,0.9984357,0.00003656311],"study_design_scores_gemma":[0.0001733253,0.00003611434,0.00003296379,0.0001055758,0.00011013,0.00001814391,0.0001033698,0.000001908847,0.001501754,0.0000468802,0.9974565,0.0004133621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008709075,0.002998462,0.000003282525,0.0008233426,0.02041557,0.0006521872,0.001036934,0.00004320907,0.9653179],"genre_scores_gemma":[0.001656768,0.00009030512,0.00009038553,0.001055117,0.009579611,0.00008732756,0.0004032947,0.0004241798,0.986613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4476176,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144517984805225,"score_gpt":0.3162775071583891,"score_spread":0.2848323273103369,"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."}}