{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"deb346fc7975","filters":{"venue":"Chemistry and Adhesion"}},"results":[{"id":"W2351846981","doi":"","title":"Synthesis and Study on Novel Curing Agents for Epoxy Resins","year":2003,"lang":"en","type":"article","venue":"Chemistry and Adhesion","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Epoxy; Curing (chemistry); Materials science; Acrylate; Polymer chemistry; Double bond; Composite material; Polymer; Copolymer","authors":[{"name":"Xin Yan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03182615571189763,"gpt":0.288066512347547,"spread":0.2562403566356494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006168082,0.0001105734,0.000107835,0.000007298836,0.0001908365,0.00002804601,0.00005676168,0.00007077022,0.0001134215],"category_scores_gemma":[0.000105615,0.0001071451,0.00002444339,0.00004015158,0.00002839726,0.00003027942,0.00002192745,0.00006129388,6.779322e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001241505,"about_ca_system_score_gemma":0.00001018214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002186767,"about_ca_topic_score_gemma":8.045663e-8,"domain_scores_codex":[0.99942,0.000003102301,0.0001339652,0.0002637854,0.00006743389,0.0001116679],"domain_scores_gemma":[0.9995806,0.00008240138,0.00005859034,0.0001918182,0.0000158238,0.00007078004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001024846,0.0002253595,0.0009114135,0.0001100286,0.000007611017,5.494283e-7,0.00005046969,2.449916e-7,0.9975341,0.0001981778,0.00009138788,0.0008604249],"study_design_scores_gemma":[0.0002997756,0.00001318155,0.0002702673,0.00006282546,0.00002048578,0.000004489952,0.0003202296,0.00003464497,0.99123,0.0001426576,0.007479279,0.0001222056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989755,0.00005918057,0.0006277919,0.00004638133,0.000006447437,0.0001295196,0.00003556377,0.00006854287,0.009271534],"genre_scores_gemma":[0.9979091,0.00003505981,0.0003415336,0.00002771158,0.00003141937,0.000176881,0.000009922898,0.00001462324,0.001453795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008154015,"threshold_uncertainty_score":0.4369251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2378886764","doi":"","title":"Research on Placement Techniques of Epoxy Matrix Composite Prepreg","year":2009,"lang":"en","type":"article","venue":"Chemistry and Adhesion","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Materials science; Composite number; Composite material; Epoxy; Hardening (computing); Induction heating; Electromagnetic coil","authors":[{"name":"Zaiyang Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01750117573884157,"gpt":0.2969286348032463,"spread":0.2794274590644047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009451128,0.00005528441,0.00006407218,0.00001595114,0.00003738578,0.000012008,0.00004703349,0.00005456442,0.00002983389],"category_scores_gemma":[0.000004449653,0.00005040754,0.0000111403,0.00004554395,0.0000136865,0.00002800845,0.00001208791,0.00009212708,0.00000117664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001386627,"about_ca_system_score_gemma":0.00000291977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.240499e-7,"about_ca_topic_score_gemma":1.312598e-8,"domain_scores_codex":[0.9996354,0.000004483307,0.0000864232,0.00009057669,0.0001005969,0.00008254639],"domain_scores_gemma":[0.999823,0.00001683871,0.00001321329,0.00009661307,0.00002154415,0.00002880321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004627935,0.00005555497,0.00005746011,0.0007158489,0.000005275582,0.000002165366,0.0001083628,0.01648562,0.9657461,0.00004773699,0.0007074007,0.01602219],"study_design_scores_gemma":[0.00007222257,0.00003869434,0.0002856831,0.000152519,0.000001898399,0.000001183672,0.00001946423,0.002321646,0.996414,0.0001526965,0.0004882158,0.00005175609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772195,0.000382755,0.0009096191,0.00006611362,0.00001209093,0.00009611109,0.000002424727,0.0001429324,0.02116843],"genre_scores_gemma":[0.9984584,0.0002314061,0.0008860163,0.000004593314,0.00002640256,0.000003606819,0.000007932289,0.00000460984,0.0003770218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03066792,"threshold_uncertainty_score":0.205556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}