{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"ecda67b451bc","filters":{"venue":"Edward Elgar Publishing Limited eBooks"}},"results":[{"id":"W2598304646","doi":"10.4337/9781782540519.00016","title":"Legal traditions and economic performance: theory and evidence","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing Limited eBooks","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Positive economics; Economics; Political science; Epistemology; Philosophy","authors":[{"name":"Carmine Guerriero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03993613437039557,"gpt":0.2023921430415219,"spread":0.1624560086711263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01360775,0.001100983,0.001624134,0.01019572,0.001859174,0.007250992,0.003309546,0.003062467,0.03187455],"category_scores_gemma":[0.07916617,0.0006831973,0.0009306534,0.01825583,0.01010774,0.007730145,0.004366307,0.003509222,0.002886015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003927443,"about_ca_system_score_gemma":0.003634291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258032,"about_ca_topic_score_gemma":0.007601656,"domain_scores_codex":[0.9925419,0.003450339,0.0004111443,0.001109881,0.001864765,0.0006219944],"domain_scores_gemma":[0.7293596,0.2252374,0.02648975,0.004325427,0.01200982,0.002577975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001027001,0.002060838,0.5098571,0.007089663,0.002653475,0.0008564216,0.00425789,0.003999232,0.00005674608,0.2944085,0.04132761,0.1324055],"study_design_scores_gemma":[0.0005781053,0.0008411487,0.5676315,0.02465689,0.001908792,0.0005213254,0.02023612,0.008098754,0.0004077828,0.2764004,0.09850714,0.0002119875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3491621,0.3808781,0.006795197,0.06607069,0.001031791,0.0004341725,0.006561636,0.000114207,0.1889521],"genre_scores_gemma":[0.8815284,0.1060692,0.001788105,0.004024016,0.001493127,0.0001595715,0.002102542,0.00004604076,0.002789128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03187455,"threshold_uncertainty_score":0.106631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417469151","doi":"10.4337/9781035330157.m.38","title":"Monetary policy implementation in Canada","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing Limited eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"","authors":[{"name":"Guillermo Matamoros","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01726991049397681,"gpt":0.2625859384996446,"spread":0.2453160280056678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002112207,0.0005496971,0.0005865199,0.002096806,0.009981228,0.01042733,0.001533678,0.002630126,0.02150287],"category_scores_gemma":[0.005933561,0.0005792386,0.0004912192,0.005690945,0.002341981,0.001383973,0.002077783,0.003289793,0.001714906],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1704369,"about_ca_system_score_gemma":0.3710899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959822,"about_ca_topic_score_gemma":0.9975237,"domain_scores_codex":[0.9958905,0.0002874208,0.0001157842,0.0002729798,0.002168306,0.001265067],"domain_scores_gemma":[0.9980539,0.0001544429,0.0000474624,0.00006926396,0.001261354,0.0004134909],"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":[0.0000575034,0.0000417582,0.002250642,0.0001920496,0.00002868924,0.0001716014,0.002316328,0.001946651,0.0002162577,0.3718166,0.4987366,0.1222252],"study_design_scores_gemma":[0.00001542729,0.000014108,0.007247013,0.0002400557,0.00001785995,0.00002714024,0.00205203,0.0007881583,0.0001653745,0.0106941,0.9787011,0.00003772361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01882363,0.04013121,0.001067334,0.08477639,0.002384232,0.0001136897,0.001984712,0.0002603601,0.8504585],"genre_scores_gemma":[0.1911317,0.01784269,0.001849314,0.005333238,0.0002361656,0.00006226072,0.000683267,0.0001445308,0.7827169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1704369,"threshold_uncertainty_score":0.9621756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417469020","doi":"10.4337/9781035330157.b.10","title":"Bank of Canada","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing Limited eBooks","topic":"","field":"","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":"","authors":[{"name":"Mario Seccareccia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01785480038048478,"gpt":0.2105882451308986,"spread":0.1927334447504138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002809525,0.00155165,0.00111179,0.00289,0.005232764,0.006920646,0.001090034,0.001845779,0.4895132],"category_scores_gemma":[0.001564189,0.0009617043,0.0004584929,0.007088024,0.0007351741,0.002008561,0.001399446,0.002366892,0.2515166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01622459,"about_ca_system_score_gemma":0.02464689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8375771,"about_ca_topic_score_gemma":0.9310362,"domain_scores_codex":[0.9994011,0.00001976906,0.00001678156,0.000119039,0.0003015527,0.0001418196],"domain_scores_gemma":[0.9992441,0.00005268156,0.0000243427,0.00005317294,0.0005186567,0.0001071247],"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":[0.0000333544,0.00001068767,0.0002486642,0.0001231763,0.000004196575,0.00005926538,0.00008411059,0.00009779693,0.00008042133,0.01115955,0.9301464,0.05795227],"study_design_scores_gemma":[0.000005016283,0.000003167232,0.0005628811,0.00008713394,0.000002954356,0.00002245827,0.0001013458,0.00004064521,0.00004938336,0.0007085254,0.9984109,0.000005540691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000689443,0.005906003,0.000186275,0.001632146,0.0006001458,0.00004441956,0.009042667,0.0003771664,0.9815218],"genre_scores_gemma":[0.0009586586,0.001280014,0.00009353276,0.0001234311,0.00001304409,0.00001085517,0.0007759405,0.0000910143,0.9966535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4895132,"threshold_uncertainty_score":0.7281474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390592151","doi":"10.4337/9781800889002.fm1","title":"Frontmatter","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing Limited eBooks","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Encyclopedia; Key (lock); Engineering ethics; Sociology; Management science; Architectural engineering; Engineering; Computer science; Library science","authors":[{"name":"Raoul Beunen","is_ca":true},{"name":"Martijn Duineveld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.045200727421787,"gpt":0.2567049949111722,"spread":0.2115042674893852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002149597,0.0009431698,0.000743795,0.001494077,0.001087755,0.004809892,0.001060798,0.001739263,0.9149285],"category_scores_gemma":[0.0009637943,0.0004512853,0.000486302,0.001519042,0.0003907022,0.003273889,0.002723027,0.001563651,0.8719757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042703,"about_ca_system_score_gemma":0.0005642768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432238,"about_ca_topic_score_gemma":0.004114812,"domain_scores_codex":[0.9997414,0.00002034416,0.00001378381,0.00006634052,0.0001218858,0.00003615722],"domain_scores_gemma":[0.9995968,0.00007651232,0.00002194667,0.00007479831,0.0001308422,0.00009914667],"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":[0.00003262968,0.00002853033,0.00009502615,0.0001936853,0.000002724891,0.00008869727,0.00009685288,0.00006300871,0.0005900161,0.007757736,0.7989896,0.1920614],"study_design_scores_gemma":[0.000002745533,0.000006093161,0.0001068356,0.00004282152,7.636536e-7,0.00005626223,0.00002692673,0.00002740342,0.00007266307,0.0005973562,0.9990575,0.000002637769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002342907,0.000873234,0.0007119085,0.0004176151,0.0008091308,0.00003465074,0.001163519,0.001245223,0.9945104],"genre_scores_gemma":[0.0004318036,0.0002874381,0.0001786085,0.0001713021,0.00006511505,0.00001026155,0.000394909,0.0002623789,0.9981982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0850715,"threshold_uncertainty_score":0.1213442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}