{"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":"f14a447cbf66","filters":{"venue":"Beleid en Maatschappij"}},"results":[{"id":"W1604989300","doi":"10.5553/benm/2010037003004","title":"Zorgmarkten en publieke belangen","year":2010,"lang":"nl","type":"article","venue":"Beleid en Maatschappij","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Psychology","authors":[{"name":"Teun Zuiderent‐Jerak","is_ca":true},{"name":"Kor Grit","is_ca":false},{"name":"Tom van der Grinten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01060737746206146,"gpt":0.277795543956912,"spread":0.2671881664948505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002288902,0.001263509,0.001971264,0.005924065,0.003226108,0.01281474,0.001308013,0.00204152,0.3046363],"category_scores_gemma":[0.00475871,0.0009282995,0.0006309496,0.01502216,0.001402034,0.006435407,0.00521269,0.003935316,0.09549599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00539887,"about_ca_system_score_gemma":0.006689625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02972268,"about_ca_topic_score_gemma":0.0350426,"domain_scores_codex":[0.9958662,0.0007976115,0.0004548202,0.0004733533,0.001748819,0.0006592358],"domain_scores_gemma":[0.9982377,0.000463221,0.0002846691,0.0001755577,0.0004792193,0.0003596561],"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":[0.0004507994,0.0002237541,0.001133159,0.005292701,0.0001345815,0.0006879268,0.006762431,0.0004381934,0.005237593,0.07275941,0.4696297,0.4372497],"study_design_scores_gemma":[0.00001044134,0.000007293334,0.00085018,0.0003729971,0.00001194374,0.00008492748,0.0005382182,0.00003609263,0.0002690085,0.001213633,0.9965923,0.00001295487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01827274,0.3195402,0.003593994,0.0174366,0.02970844,0.000192169,0.02471197,0.001237173,0.5853066],"genre_scores_gemma":[0.07176994,0.1600401,0.004669373,0.001782994,0.002885716,0.0006291509,0.0153314,0.002537843,0.7403535],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3046363,"threshold_uncertainty_score":0.9918519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940613149","doi":"10.5553/benm/138900692019046001016","title":"De zin en onzin van opkomst(bevordering)","year":2019,"lang":"en","type":"article","venue":"Beleid en Maatschappij","topic":"Dutch Social and Cultural Studies","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":"Institute on Governance","funders":"","keywords":"Political science; Current (fluid); Sociology; Engineering; Electrical engineering","authors":[{"name":"Julien van Ostaaijen","is_ca":false},{"name":"Daan Jacobs","is_ca":true},{"name":"Sabine van Zuydam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009832166863935583,"gpt":0.2834709204404318,"spread":0.2736387535764962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003227624,0.0004194925,0.0004496278,0.0009556946,0.003310565,0.01253819,0.0009196277,0.002696115,0.04236541],"category_scores_gemma":[0.008612233,0.0004545249,0.0003159383,0.001323331,0.004862143,0.006731637,0.004759937,0.004383841,0.009676826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005229871,"about_ca_system_score_gemma":0.004408476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01922908,"about_ca_topic_score_gemma":0.02936091,"domain_scores_codex":[0.9951977,0.00213753,0.0002678508,0.000508107,0.001235226,0.0006535244],"domain_scores_gemma":[0.9987556,0.0005213669,0.0001592027,0.0001425663,0.0002675401,0.0001537283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007355998,0.00005757684,0.0009681498,0.000365032,0.00001861424,0.0004746426,0.04279919,0.0002422405,0.001674383,0.7389665,0.1365809,0.07777929],"study_design_scores_gemma":[0.000006334619,0.000006781087,0.0004642301,0.0002204694,0.00000578665,0.0001246091,0.006217719,0.0001007088,0.0006283981,0.02238793,0.9698229,0.00001425786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03232766,0.01867473,0.01155955,0.07966638,0.00619557,0.0001107074,0.0009304853,0.0001876085,0.8503473],"genre_scores_gemma":[0.5931722,0.008902487,0.006432887,0.007548518,0.001002595,0.0001725601,0.0005781818,0.0007410244,0.3814495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04236541,"threshold_uncertainty_score":0.1417264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156139406","doi":"10.5553/benm/138900692021048001011","title":"Boekbespreking Hydropolitiek. Samenwerking en conflict op zeven zeeën","year":2021,"lang":"nl","type":"article","venue":"Beleid en Maatschappij","topic":"European and International Law Studies","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":"Institute on Governance","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"J.P.M. van Tatenhove","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03317852533542149,"gpt":0.3167179218116428,"spread":0.2835393964762213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124278,0.0004013299,0.0004688248,0.0009400764,0.002469405,0.006669601,0.0005143305,0.002179827,0.04475288],"category_scores_gemma":[0.001238722,0.0003036674,0.000264126,0.002621699,0.003430484,0.005554187,0.00178666,0.00286919,0.006061399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967447,"about_ca_system_score_gemma":0.002204199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588495,"about_ca_topic_score_gemma":0.03797848,"domain_scores_codex":[0.9995524,0.00009937562,0.0000157989,0.00006292186,0.0001919771,0.00007745997],"domain_scores_gemma":[0.9997802,0.0001126189,0.00003004886,0.00001152325,0.00003272279,0.00003287323],"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":[0.00005732058,0.00004328278,0.0004583703,0.0008431085,0.00002044807,0.0002494881,0.004863512,0.0003214761,0.0005429226,0.3358566,0.5070454,0.1496981],"study_design_scores_gemma":[0.00000286156,0.000005790623,0.0007257235,0.0003106516,0.000003120984,0.00008198021,0.001204829,0.00002611297,0.00008717166,0.01676332,0.9807819,0.000006531892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003880996,0.5628515,0.00144646,0.05491016,0.01326539,0.00001944322,0.0002085173,0.00006939247,0.3633481],"genre_scores_gemma":[0.08100084,0.2694351,0.00127751,0.01168688,0.005363259,0.00005326164,0.000281715,0.0002112604,0.6306902],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04475288,"threshold_uncertainty_score":0.1497133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2419307202","doi":"10.5553/benm/138900692014041001012","title":"Burger dwingt lokale politiek tot deliberatie","year":2014,"lang":"nl","type":"article","venue":"Beleid en Maatschappij","topic":"Dutch Social and Cultural Studies","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":"World Federation of Science Journalists","funders":"","keywords":"Political science","authors":[{"name":"Nico de Boer","is_ca":true},{"name":"Jos van der Lans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01363276531629258,"gpt":0.2667751828731517,"spread":0.2531424175568591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01065553,0.0004474095,0.0008112752,0.001044826,0.005438334,0.012536,0.001597651,0.002861828,0.01387533],"category_scores_gemma":[0.008049242,0.0004642017,0.0005389507,0.00172474,0.01274032,0.008413041,0.007666009,0.003505985,0.002210781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01028789,"about_ca_system_score_gemma":0.01381547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04904473,"about_ca_topic_score_gemma":0.05817713,"domain_scores_codex":[0.9884469,0.006724999,0.0004145035,0.001506709,0.001609195,0.001297603],"domain_scores_gemma":[0.9956232,0.001861221,0.0004161172,0.0008284243,0.0005634212,0.0007076259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003551771,0.00005757748,0.001889651,0.0001984396,0.0000262396,0.0001693221,0.02525955,0.0007767003,0.0005153778,0.9093578,0.02086971,0.04084416],"study_design_scores_gemma":[0.00001618407,0.00002556378,0.002191555,0.0004521059,0.00001493329,0.00005969582,0.01517724,0.0003314735,0.0003512094,0.1534343,0.8279225,0.00002326728],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.076439,0.03097287,0.04173793,0.1193469,0.001105832,0.000225085,0.0005150349,0.0002408628,0.7294165],"genre_scores_gemma":[0.6998306,0.01104134,0.01974946,0.01196579,0.0002721084,0.0002965201,0.0006704678,0.0002248051,0.2559489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04904473,"threshold_uncertainty_score":0.0975185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}