{"id":"W4252944443","doi":"10.1017/s0032247416000668","title":"POL volume 52 issue 6 Cover and Back matter","year":2016,"lang":"en","type":"paratext","venue":"Polar Record","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Action (physics); Computer science; Environmental science; Engineering; Physics; Mechanical engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000279079,0.0003640278,0.000870787,0.0002806288,0.0001528301,0.0002305295,0.0003357437,0.0002963656,0.8326797],"category_scores_gemma":[0.00002072233,0.0003645576,0.0001879487,0.00008491178,0.0001891525,0.0002739217,0.0003035398,0.0002071738,0.9877313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406612,"about_ca_system_score_gemma":0.00002054761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008224607,"about_ca_topic_score_gemma":0.000005138885,"domain_scores_codex":[0.9978571,0.00001434725,0.0006494869,0.0009201671,0.00003093949,0.0005279704],"domain_scores_gemma":[0.9987808,0.00003562383,0.0004970343,0.0005179216,0.00002534145,0.000143276],"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":[0.000008621107,0.00001606133,0.008435939,0.00007490258,0.0001372807,9.408066e-7,0.00009936324,2.585288e-7,7.925586e-7,0.0001836603,0.9901941,0.0008480185],"study_design_scores_gemma":[0.0003676523,0.00002218307,0.0009602721,0.00005174638,0.00001176701,0.000003260735,0.00002870142,0.00001852328,0.000002589187,0.0002064952,0.9978152,0.0005116107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005109309,0.007149099,0.000142891,0.001032129,0.01507966,0.0002349512,0.006742094,0.00001131108,0.969097],"genre_scores_gemma":[0.0003519971,0.004391617,0.0001892732,0.0009783236,0.0009779154,0.00001683599,0.0000759682,0.00006135334,0.9929567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1550515,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527864805053887,"score_gpt":0.2099129928615239,"score_spread":0.1846343448109851,"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."}}