{"id":"W4249684913","doi":"10.1002/vnl.21777","title":"Issue Information","year":2021,"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","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":[],"category_scores_codex":[0.000189037,0.0001038604,0.0003301011,0.0003672298,0.0004077982,0.00005779795,0.0001317752,0.0004338426,0.002947904],"category_scores_gemma":[0.0003066724,0.00008214921,0.0000892087,0.0003565736,0.0005202383,0.0002958837,0.00007972697,0.0004863722,0.0002612073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008104544,"about_ca_system_score_gemma":0.0003764661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006751677,"about_ca_topic_score_gemma":0.00009873092,"domain_scores_codex":[0.9991654,0.00005399155,0.0003297565,0.00006892892,0.0002146051,0.0001673222],"domain_scores_gemma":[0.9985461,0.00007413598,0.0005172783,0.000063933,0.0007422726,0.00005629217],"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":[0.000006096173,0.00001743271,0.000007134096,0.00001758201,0.0001086842,0.00001961963,0.001882163,0.000001441729,0.000006534267,0.008288677,0.9319218,0.05772279],"study_design_scores_gemma":[0.0001500184,0.000097614,0.00005134279,0.0001321805,0.00003789524,0.00004349032,0.0143293,6.522657e-7,0.00004150916,0.0005836895,0.9844414,0.00009090067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002451046,0.02681639,0.0006844007,0.06254344,0.01016745,0.0003043121,0.000528879,0.00004180572,0.8964623],"genre_scores_gemma":[0.1626386,0.2092917,0.002897884,0.002508195,0.01671187,0.00003832968,0.0003432284,0.00005785735,0.6055123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.29095,"threshold_uncertainty_score":0.9979635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785634198221886,"score_gpt":0.2931736492390108,"score_spread":0.2853173072567919,"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."}}