{"id":"W4239185566","doi":"10.1002/vnl.21599","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Journal of Vinyl and Additive Technology","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; World Wide Web; Library science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002369641,0.0001080669,0.0002971052,0.0004483401,0.0004863367,0.00004763369,0.0001677993,0.0004550134,0.003086936],"category_scores_gemma":[0.0002652308,0.00008136167,0.0000738915,0.0002976384,0.0009994324,0.0003362071,0.00007411603,0.000387943,0.0008734448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007926258,"about_ca_system_score_gemma":0.0002518062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006893629,"about_ca_topic_score_gemma":0.00008979721,"domain_scores_codex":[0.9991707,0.00004329762,0.0003294927,0.00006680414,0.000210008,0.0001797372],"domain_scores_gemma":[0.9984583,0.00006173503,0.0006010048,0.00006517024,0.0007556141,0.0000582038],"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":[0.000008843431,0.00001095257,0.000005457953,0.000009913385,0.00006987934,0.00000404535,0.001694393,2.764837e-7,0.000002768935,0.004526177,0.9615526,0.03211475],"study_design_scores_gemma":[0.0001548527,0.0002269988,0.00005207464,0.0001030417,0.00003523535,0.00002691951,0.007018574,7.733454e-7,0.00003179888,0.001211622,0.9910449,0.00009325444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002819301,0.007011604,0.0006077701,0.03650294,0.009748294,0.0003254099,0.0004675934,0.00004506099,0.942472],"genre_scores_gemma":[0.2260836,0.1040642,0.003224309,0.002499843,0.03362746,0.00004116336,0.0001996874,0.00006890965,0.6301908],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3122812,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00790605650169901,"score_gpt":0.2975087260031217,"score_spread":0.2896026695014227,"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."}}