{"id":"W4245140374","doi":"10.1017/s0012217316000238","title":"DIA volume 55 issue 1 Cover and Front matter","year":2016,"lang":"en","type":"article","venue":"Dialogue","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Université Laval","keywords":"Front cover; Cover (algebra); Volume (thermodynamics); Front (military); Action (physics); Content (measure theory); Computer science; Environmental science; Engineering; Physics; Mathematics; Mechanical engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001969913,0.00009685421,0.0002367804,0.00007419167,0.00007195821,0.00005463597,0.0001068138,0.00004883027,0.07733073],"category_scores_gemma":[0.00003905965,0.00008135308,0.00005033621,0.00002803409,0.0001238302,0.000199159,0.00009933465,0.00002871073,0.5710334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000406958,"about_ca_system_score_gemma":0.000003963272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360684,"about_ca_topic_score_gemma":0.000007912899,"domain_scores_codex":[0.9991875,0.0000045991,0.0002318134,0.0003409449,0.00001362038,0.0002215589],"domain_scores_gemma":[0.9996086,0.00002988137,0.00009175567,0.0001976687,0.000009284703,0.00006277981],"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":[0.000004374103,0.00001326722,0.1248256,0.000004418305,0.00002851557,0.000001312954,0.0003166329,5.375609e-7,0.0000103914,0.003966627,0.8701103,0.0007180141],"study_design_scores_gemma":[0.0003402248,0.000007860888,0.05804667,0.000005434382,0.000003000871,8.040709e-7,0.00003532641,0.00001845811,0.00001833772,0.002581189,0.9387931,0.0001496543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07411081,0.001175119,0.0007300843,0.002482517,0.003800685,0.0001464334,0.001302697,0.00003587018,0.9162158],"genre_scores_gemma":[0.4135922,0.0001922594,0.00008036826,0.0006533774,0.0001665121,0.00001101122,0.000006040741,0.00001006295,0.5852882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4937027,"threshold_uncertainty_score":0.9235127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110190835121037,"score_gpt":0.1844528616836862,"score_spread":0.1633509533324759,"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."}}