{"id":"W4392108031","doi":"10.15173/m.v1i33.1799","title":"Contributors & Back Cover","year":2018,"lang":"en","type":"paratext","venue":"The Meducator","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":[0.0008832898,0.0003423888,0.0008243353,0.0001718628,0.0003078895,0.0002146987,0.0008954629,0.0002248112,0.5190597],"category_scores_gemma":[0.0001521636,0.0002824874,0.0002912262,0.0001923536,0.0005096811,0.0001048491,0.000279394,0.0002717214,0.9650313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502497,"about_ca_system_score_gemma":0.0001200687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002425794,"about_ca_topic_score_gemma":0.00001182463,"domain_scores_codex":[0.9979904,0.0000235937,0.0006620545,0.0007149557,0.00004720107,0.0005618103],"domain_scores_gemma":[0.9980927,0.0001154138,0.0006300257,0.0009781821,0.00005529743,0.000128405],"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":[0.000008843755,0.00003553714,0.00007832423,0.00002428843,0.0002158474,1.581859e-7,0.0008203892,0.000002866382,4.171812e-7,0.00408173,0.9947085,0.00002306164],"study_design_scores_gemma":[0.0002442731,0.00001429428,0.00006659989,0.00002336092,0.00001910537,0.00000188594,0.0001781173,0.000005363126,0.000009250367,0.000896191,0.9981755,0.0003660697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0019111,0.008037777,0.00005365503,0.0009838497,0.05149566,0.0003416364,0.004278955,0.00001663399,0.9328808],"genre_scores_gemma":[0.001221515,0.001054887,0.00006964582,0.0009551192,0.002313853,0.00004385369,0.0001800315,0.00004728948,0.9941138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4459716,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05668112527290114,"score_gpt":0.2478851210061075,"score_spread":0.1912039957332063,"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."}}