{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"400ef174bcbb","filters":{"venue":"Pedagogiek"}},"results":[{"id":"W4400050274","doi":"10.5117/ped2024.1.003.pols","title":"De ontdekking van wat het betekent om op te voeden. Pedagogische kanttekeningen bij Jagen, verzamelen, opvoeden (2021) van Michaeleen Doucleff","year":2024,"lang":"nl","type":"article","venue":"Pedagogiek","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Theology; Philosophy","authors":[{"name":"Wouter Pols","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06376916510586177,"gpt":0.3606617862129098,"spread":0.296892621107048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002133143,0.001219359,0.001351215,0.0002469174,0.003358318,0.002253087,0.001732723,0.0007764346,0.006303123],"category_scores_gemma":[0.0004346531,0.001064454,0.001090888,0.001433836,0.001137676,0.00106966,0.0009254009,0.001450685,0.006842168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184028,"about_ca_system_score_gemma":0.001085506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494876,"about_ca_topic_score_gemma":0.01241017,"domain_scores_codex":[0.9910823,0.0008209572,0.001228027,0.001889337,0.001984523,0.002994853],"domain_scores_gemma":[0.9969831,0.0007032753,0.0003886928,0.0006376231,0.000390713,0.0008966285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001797163,0.0004390136,0.009159825,0.0007689475,0.002756723,0.0009297215,0.4244515,0.0001146997,0.002603519,0.01354331,0.1139063,0.4311467],"study_design_scores_gemma":[0.0005596053,0.0002905745,0.002313928,0.0006280167,0.0008525105,0.00001421604,0.1223303,0.0001971359,0.0005717115,0.005481916,0.8652313,0.001528744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.58834,0.1553631,0.0004942417,0.04940642,0.01001912,0.002772933,0.0006445605,0.001899987,0.1910596],"genre_scores_gemma":[0.8699934,0.02057813,0.0003717376,0.001036104,0.007376359,0.0001687255,0.00009057064,0.0001805708,0.1002043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.751325,"threshold_uncertainty_score":0.9991806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162781342","doi":"10.5117/ped2020.3.003.fach","title":"Positieve jeugdontwikkelingsbenadering in jongerencentra en jeugdclubs","year":2021,"lang":"en","type":"article","venue":"Pedagogiek","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Positive Youth Development; German; Work (physics); Political science; Youth work; Psychology; Developmental psychology; Public relations; Geography; Engineering","authors":[{"name":"Willy Faché","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03992967370288959,"gpt":0.3738287146011794,"spread":0.3338990408982899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006335973,0.0001124266,0.0001845295,0.00006437409,0.0002922235,0.0001145963,0.0002166587,0.0001419735,0.001120732],"category_scores_gemma":[0.0004443562,0.0001295619,0.00006860697,0.0004127803,0.00008312245,0.0002346383,0.0000703421,0.0002066763,0.000125669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428295,"about_ca_system_score_gemma":0.00108557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636235,"about_ca_topic_score_gemma":0.01492724,"domain_scores_codex":[0.9983114,0.0001980749,0.0002499648,0.0002656972,0.0004141797,0.0005607115],"domain_scores_gemma":[0.9994572,0.0001420511,0.00004737336,0.0001092555,0.00009926408,0.0001448727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001466293,0.0001198035,0.6203916,0.00002383924,0.00003108499,0.0005548081,0.3130905,0.00001148537,0.00050166,0.02299802,0.0009431904,0.04131928],"study_design_scores_gemma":[0.00113063,0.00003084453,0.516948,0.0001743581,0.00003414473,0.000007259572,0.1762628,0.00004201798,0.00188938,0.007509548,0.2948412,0.001129792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303966,0.0004935638,0.0001025326,0.003539309,0.0006650809,0.0001350408,0.000003722407,0.0001085734,0.1645556],"genre_scores_gemma":[0.9860969,0.0005822484,0.0008576576,0.000361987,0.0003122866,0.00001276737,0.00001492386,0.00001227271,0.01174895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.293898,"threshold_uncertainty_score":0.9997924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1906824864","doi":"10.5117/ped2015.2.felt","title":"Thuisloze LHBT’s: een onzichtbare en dubbele risicogroep. Pleidooi voor onderzoek naar thuisloze lesbische, homo-, bi- en transgenderjongeren","year":2015,"lang":"nl","type":"article","venue":"Pedagogiek","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Theology; Political science; Art; Philosophy","authors":[{"name":"Hanneke Felten","is_ca":false},{"name":"Maurits Boote","is_ca":false},{"name":"Michelle Emmen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1353373875070272,"gpt":0.3705331654176243,"spread":0.2351957779105971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002367871,0.001337806,0.001753706,0.0001995232,0.002320252,0.0007765877,0.00217117,0.001079357,0.002066781],"category_scores_gemma":[0.001260437,0.00114225,0.0009873117,0.001701802,0.001331824,0.001267827,0.000627163,0.001431661,0.004515523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008729795,"about_ca_system_score_gemma":0.001471646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01873399,"about_ca_topic_score_gemma":0.03847487,"domain_scores_codex":[0.9899371,0.001815692,0.001296313,0.001695113,0.002659,0.002596727],"domain_scores_gemma":[0.9957113,0.0008059505,0.0005523915,0.0007499586,0.0008456997,0.0013347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002804394,0.001113031,0.01307956,0.0002746911,0.001952876,0.0001660726,0.6546281,0.00005285177,0.0002508914,0.01343459,0.2487883,0.06597859],"study_design_scores_gemma":[0.001951381,0.0004704289,0.01198593,0.0001142998,0.0006366324,0.000008451497,0.3218217,0.00002827923,0.0001605279,0.004864681,0.6563907,0.00156697],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4568393,0.04274805,0.0002570467,0.04431375,0.007677646,0.003393335,0.001185346,0.001600748,0.4419848],"genre_scores_gemma":[0.8808212,0.007472246,0.0004525641,0.001053164,0.005441357,0.0002098999,0.0001358752,0.0001575534,0.1042562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4239819,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}