{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b4906b34fcc6","filters":{"venue":"Curran Associaties eBooks"}},"results":[{"id":"W596008370","doi":"","title":"International Conference on Processing & Manufacturing of Advanced Materials 2011 : THERMEC 2011 supplement : Quebec City, Canada, USA 1-5 August 2011","year":2012,"lang":"en","type":"book","venue":"Curran Associaties eBooks","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Engineering; Political science; History; Regional science; Geography; Computer science","authors":[{"name":"T. Chandra","is_ca":false},{"name":"Mihail Ionescu","is_ca":false},{"name":"Daielly Melina Nassif Mantovani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02108249306794331,"gpt":0.2251107189653531,"spread":0.2040282258974097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002144041,0.000622278,0.0007396014,0.0001814248,0.0001319529,0.0001177813,0.0005749743,0.000360295,0.01300986],"category_scores_gemma":[0.000007644159,0.0006366741,0.000104219,0.000006434524,0.00006514398,0.0001833904,0.0001356245,0.0004269012,0.00005006667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433917,"about_ca_system_score_gemma":0.0006917076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05580573,"about_ca_topic_score_gemma":0.1831051,"domain_scores_codex":[0.9975033,0.00003736787,0.0007890242,0.0003744955,0.0007315092,0.0005642753],"domain_scores_gemma":[0.9985677,0.00005033531,0.00074154,0.0003287845,0.0001848916,0.0001267532],"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":[0.00044157,0.0002866021,0.0007449265,0.01217591,0.003212529,0.00003417144,0.01094575,0.0148289,0.001981549,0.01016628,0.7239469,0.2212349],"study_design_scores_gemma":[0.003162801,0.0001778148,0.005877322,0.00350386,0.0006367384,0.000006634779,0.0005609467,0.0008247832,0.2557778,0.003049614,0.7217289,0.004692758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01207226,0.0004321003,0.000364904,0.0001011282,0.004753803,0.001000069,0.002056926,0.0002767874,0.978942],"genre_scores_gemma":[0.3248715,0.0002140506,0.0003666331,0.00005312435,0.0005857093,0.0001007649,0.0007509426,0.0001736467,0.6728836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3127993,"threshold_uncertainty_score":0.9996085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}