{"id":"W4235505791","doi":"10.1017/s002222671600013x","title":"LIN volume 52 Issue 2 Cover and Back matter","year":2016,"lang":"en","type":"paratext","venue":"Journal of Linguistics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Content (measure theory); Action (physics); Mathematics; Engineering; Physics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005556773,0.0002431945,0.0009498656,0.0003029751,0.00008165705,0.0001716827,0.0003029777,0.0002328936,0.3475678],"category_scores_gemma":[0.0005063239,0.0002195493,0.0002035905,0.00005807064,0.0001651642,0.0000582838,0.0001497179,0.0003027984,0.755748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122666,"about_ca_system_score_gemma":0.00005093343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001611282,"about_ca_topic_score_gemma":2.003855e-7,"domain_scores_codex":[0.998158,0.00001036591,0.001187645,0.0003073576,0.00005001663,0.0002866553],"domain_scores_gemma":[0.9975595,0.00007975935,0.001733297,0.000239268,0.0002528296,0.0001352839],"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":[0.0000135347,0.00002340097,0.001480276,0.00008801006,0.0001883981,0.000008216614,0.0001441784,0.00001324173,2.348358e-7,0.0004244351,0.9975557,0.00006034509],"study_design_scores_gemma":[0.000468259,0.00004745217,0.0001783527,0.0001446916,0.00003150841,0.00001252669,0.00003610877,0.00003567751,0.0000022536,0.0004697608,0.9982999,0.0002735115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009636021,0.008354345,0.0003891218,0.0002990933,0.03801399,0.00006861516,0.00163266,0.000001671458,0.9511442],"genre_scores_gemma":[0.0007668908,0.005567777,0.0008241582,0.0004427227,0.006748561,6.958708e-7,0.000007748184,0.00003484883,0.9856066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4081803,"threshold_uncertainty_score":0.8952959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953695782095811,"score_gpt":0.2323973219042703,"score_spread":0.2028603640833122,"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."}}