{"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":"dfd445b0fb36","filters":{"venue":"Praktisk økonomi & finans"}},"results":[{"id":"W2898458965","doi":"10.18261/issn.1504-2871-2018-03-04","title":"Er du klar for digitalisering?","year":2018,"lang":"da","type":"article","venue":"Praktisk økonomi & finans","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vector Institute","funders":"","keywords":"Humanities; Philosophy; Political science; Art","authors":[{"name":"Espen Andersen","is_ca":true},{"name":"Ragnvald Sannes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05702351163072591,"gpt":0.2781727466202927,"spread":0.2211492349895668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000513147,0.0006209538,0.0005728359,0.0003047351,0.0007771544,0.001718142,0.001177537,0.000304961,0.001778429],"category_scores_gemma":[0.0006272398,0.0006277178,0.0002984944,0.0006781253,0.0004810934,0.004137686,0.0007642138,0.0002178433,0.006042119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008978634,"about_ca_system_score_gemma":0.0001172641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007926616,"about_ca_topic_score_gemma":0.0004451689,"domain_scores_codex":[0.9968858,0.00001188731,0.0007782346,0.001029747,0.0002677634,0.001026526],"domain_scores_gemma":[0.9977072,0.0001301433,0.0005310729,0.0008857195,0.0006942766,0.00005159322],"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":[0.0009243138,0.001473938,0.1257116,0.002619357,0.0004688506,0.00003964648,0.0004669043,0.00004633684,0.001011976,0.1195724,0.4652525,0.2824122],"study_design_scores_gemma":[0.0006596696,0.00009004546,0.01643769,0.000258807,0.0002328907,0.00000557806,0.00009747312,0.00312604,0.001017416,0.002275756,0.97495,0.0008486594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7920988,0.003246174,0.06197022,0.01462156,0.02168152,0.004114699,0.001374941,0.000858537,0.1000336],"genre_scores_gemma":[0.9787583,0.0003247851,0.0006857277,0.002001747,0.01294284,0.0001532529,0.0004086002,0.0001404533,0.004584277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5096975,"threshold_uncertainty_score":0.9996174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405616532","doi":"10.18261/pof.40.4.3","title":"Styrets oppfølging av daglig leder","year":2024,"lang":"no","type":"article","venue":"Praktisk økonomi & finans","topic":"Social and Educational Sciences","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":"Impact","funders":"","keywords":"Psychology; Philosophy","authors":[{"name":"Lars I. Pettersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04750466434998207,"gpt":0.3690906076158659,"spread":0.3215859432658839,"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":[0.001713032,0.0003543866,0.0003721366,0.0001848646,0.001900763,0.001360956,0.0008774954,0.0003019419,0.003066452],"category_scores_gemma":[0.000375054,0.0003430141,0.0003168036,0.001404852,0.0009155531,0.001132368,0.0001718472,0.0004573425,0.004189839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172951,"about_ca_system_score_gemma":0.002330133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202953,"about_ca_topic_score_gemma":0.00292999,"domain_scores_codex":[0.9964041,0.0002601976,0.000539173,0.0009512917,0.0007378417,0.001107371],"domain_scores_gemma":[0.998363,0.0007207161,0.0001436656,0.0002819892,0.0001095449,0.0003810662],"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":[0.00002141238,0.000436408,0.03176591,0.000190732,0.0002256179,0.00006132754,0.1833,0.00008576853,0.0002212912,0.4283432,0.09924958,0.2560987],"study_design_scores_gemma":[0.0001204524,0.00007647098,0.03299332,0.0002422008,0.000102976,0.000004272242,0.01980189,0.0004221481,0.00009368038,0.01651049,0.9290028,0.000629349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7016734,0.01437494,0.0001074523,0.06087432,0.01866933,0.0006369125,0.00009604736,0.0003882623,0.2031793],"genre_scores_gemma":[0.9552863,0.002263156,0.000197593,0.0004776393,0.004069361,0.00006641699,0.00001505444,0.00003394034,0.03759054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8297532,"threshold_uncertainty_score":0.9999022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}