{"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":"666cfe1e1a6e","filters":{"venue":"Xpert.press"}},"results":[{"id":"W44490281","doi":"10.1007/978-3-642-22259-7_18","title":"Ein interoperables Bezahlverfahren für In-App- und Online-Käufe","year":2011,"lang":"de","type":"book-chapter","venue":"Xpert.press","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","authors":[{"name":"T. Goeller","is_ca":false},{"name":"Tet Yeap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05503701995349244,"gpt":0.2414896522409052,"spread":0.1864526322874127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002343177,0.001323694,0.0007900094,0.003251361,0.001451758,0.008294751,0.001872824,0.001600852,0.03889567],"category_scores_gemma":[0.006281884,0.0008566975,0.0007664341,0.003171657,0.001508648,0.01259173,0.005613557,0.003393165,0.01954643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462871,"about_ca_system_score_gemma":0.002074266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003396214,"about_ca_topic_score_gemma":0.004636995,"domain_scores_codex":[0.9972309,0.0003938869,0.0002782291,0.0003965063,0.001428882,0.0002715497],"domain_scores_gemma":[0.998046,0.0006247634,0.000107016,0.0006331886,0.0004649281,0.0001241134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001452465,0.0002075043,0.001777888,0.00039769,0.00004147729,0.00038311,0.001265407,0.00449959,0.004709803,0.281713,0.03356012,0.6712991],"study_design_scores_gemma":[0.00005662996,0.0001394377,0.001998584,0.0009258871,0.00008665874,0.001756377,0.001860575,0.02264528,0.02650413,0.3193492,0.6245173,0.0001600474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03309741,0.006123974,0.588107,0.004782916,0.0009228419,0.0004135839,0.002684526,0.01096301,0.3529047],"genre_scores_gemma":[0.2349512,0.009053893,0.5601756,0.0009091774,0.0003130303,0.0005537625,0.004270906,0.003382734,0.1863897],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03889567,"threshold_uncertainty_score":0.130119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097349060","doi":"10.1007/978-3-662-43782-7_41","title":"New Market Opportunities By Merging Loyalty and Payment","year":2015,"lang":"en","type":"book-chapter","venue":"Xpert.press","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Loyalty; Business; Payment; Marketing; Finance","authors":[{"name":"T. Goeller","is_ca":false},{"name":"Tet Yeap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07425601222459502,"gpt":0.2118445388163573,"spread":0.1375885265917623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007922975,0.0004338167,0.0002953885,0.001160773,0.001243661,0.008838912,0.0008835534,0.001953417,0.03406452],"category_scores_gemma":[0.001710434,0.0003370064,0.0004968323,0.001245626,0.002864503,0.01313594,0.004122524,0.002701995,0.006188252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249231,"about_ca_system_score_gemma":0.001477319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006896951,"about_ca_topic_score_gemma":0.001408988,"domain_scores_codex":[0.9993348,0.0001765186,0.00001848908,0.00008056388,0.0002159079,0.0001737623],"domain_scores_gemma":[0.9994594,0.0002138242,0.00005236989,0.00007857424,0.00006207832,0.0001336863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002557812,0.00003921606,0.0003134864,0.00006159135,0.000006975517,0.0000508701,0.0005137073,0.0002580654,0.000416793,0.9065828,0.01031739,0.08141342],"study_design_scores_gemma":[0.00002529929,0.00008274853,0.001450204,0.000265398,0.00002453153,0.0004574602,0.001011695,0.003263783,0.001096243,0.651343,0.3409465,0.00003300046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02550116,0.005100507,0.03015739,0.009361356,0.0006160116,0.00005186766,0.00006019169,0.0002202366,0.9289314],"genre_scores_gemma":[0.609804,0.008556452,0.01685437,0.002694958,0.001340226,0.0001159532,0.0001086019,0.0001959529,0.3603295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03406452,"threshold_uncertainty_score":0.1139571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}