{"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":"0bf5d954f0ad","filters":{"venue":"HumaNetten"}},"results":[{"id":"W3175346340","doi":"10.15626/hn.20214604","title":"The #MeeToo Movement as an e-Discourse: Social and Legal Effects","year":2021,"lang":"en","type":"article","venue":"HumaNetten","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sexual misconduct; Social media; Legal consciousness; Personality psychology; Criminology; Social psychology; Social movement; Politics; Sexual assault; Consciousness; Sociology; Psychology; Gender studies; Media studies; Political science; Law; Poison control; Human factors and ergonomics; Personality","authors":[{"name":"Marcel Danesi","is_ca":true},{"name":"Laura Ervo","is_ca":false},{"name":"Lukas Kindberg","is_ca":false},{"name":"Kerstin Nordlöf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009499825713052915,"gpt":0.2645117646392586,"spread":0.2550119389262057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001774921,0.00008600702,0.00007569735,0.00001827411,0.0006460941,0.0005356501,0.0002554649,0.00003819525,0.000012888],"category_scores_gemma":[0.00001633392,0.00006594211,0.00002954821,0.00009696467,0.00005180327,0.0002683632,0.0001366349,0.0001119871,0.00004168577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001892277,"about_ca_system_score_gemma":0.00004430078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007778538,"about_ca_topic_score_gemma":0.0001507569,"domain_scores_codex":[0.9991243,0.00009347417,0.00008851633,0.000259075,0.000212485,0.0002221224],"domain_scores_gemma":[0.9995633,0.00003824604,0.00003291634,0.0002666232,0.00003684311,0.00006206805],"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":[0.00001772434,0.0001320406,0.0001557988,0.00003331547,0.0000833622,0.0007176985,0.002223556,0.00001030111,0.02280458,0.5331171,0.01356933,0.4271352],"study_design_scores_gemma":[0.003939076,0.001948092,0.1203086,0.0000982114,0.0001185833,0.0006617749,0.001906318,0.01238301,0.1774246,0.1087603,0.5704947,0.001956718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768686,0.000446482,0.003527577,0.006452658,0.0007405152,0.0001669731,6.956286e-7,0.0001845556,0.01161194],"genre_scores_gemma":[0.9906046,0.00002599835,0.0008787421,0.002178388,0.0004435896,0.00002089988,0.000004063714,0.00001048487,0.005833239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5569254,"threshold_uncertainty_score":0.5165285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249157805","doi":"10.15626/hn.20000707","title":"Herodotos, Historia","year":2015,"lang":"sv","type":"article","venue":"HumaNetten","topic":"Classical Antiquity 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":"Nortel (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Roddy Nilsson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1194603325187176,"gpt":0.3378222587565227,"spread":0.2183619262378051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007893431,0.0002179455,0.0003609107,0.00005266738,0.0005659974,0.0001222103,0.0004946279,0.000180196,0.0007994606],"category_scores_gemma":[0.0005015781,0.000210137,0.0001195657,0.0002800985,0.0008114589,0.0001685213,0.0002462829,0.0002689796,0.003268716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821016,"about_ca_system_score_gemma":0.0001982768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634483,"about_ca_topic_score_gemma":0.007355122,"domain_scores_codex":[0.9975926,0.0002688081,0.0002933939,0.000412168,0.0008290785,0.0006039905],"domain_scores_gemma":[0.9988666,0.0001293629,0.0001354706,0.0003079612,0.0001873503,0.0003732871],"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":[0.00001666847,0.0001118909,0.001026304,0.00001455466,0.0000564646,0.00003032474,0.02568363,0.000001514188,0.00005095832,0.02415087,0.9459749,0.002881887],"study_design_scores_gemma":[0.0003620465,0.000117647,0.002582538,0.00002528954,0.00005807389,8.642776e-7,0.004932915,0.00001103307,0.00000931289,0.00300924,0.9886042,0.0002868305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09633921,0.006739665,0.000007836923,0.08837137,0.009106007,0.000567755,0.0000243736,0.0003554753,0.7984883],"genre_scores_gemma":[0.6272388,0.0002011034,0.0001141552,0.001452835,0.005618659,0.00001600667,0.000008694785,0.00003199951,0.3653177],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5308996,"threshold_uncertainty_score":0.9975073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W315989779","doi":"10.15626/hn.20122901","title":"Små barns första möte med Adolf Hitler. Dagboksanteckningar från deltagande observation i det egna hemmet","year":2015,"lang":"sv","type":"article","venue":"HumaNetten","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":"Adler","funders":"","keywords":"Parapsychology; Medicine; Pathology","authors":[{"name":"Stefan Arvidsson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2358380417677689,"gpt":0.3699065994073719,"spread":0.134068557639603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002277946,0.000368157,0.0004390753,0.0001397174,0.001863936,0.0004634584,0.001117819,0.0003500913,0.002270776],"category_scores_gemma":[0.001038342,0.0003468439,0.000173639,0.001126304,0.001114161,0.0007733344,0.0001642471,0.000384841,0.001226959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281588,"about_ca_system_score_gemma":0.001346772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115308,"about_ca_topic_score_gemma":0.009667556,"domain_scores_codex":[0.9954195,0.0004686052,0.000604731,0.0007422616,0.001742342,0.001022544],"domain_scores_gemma":[0.9976776,0.0003109756,0.0004035418,0.0003764447,0.0005172052,0.0007142526],"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":[0.00006640752,0.000447554,0.07161977,0.00004708203,0.0001421203,0.00002541446,0.1490588,0.00009858853,0.0004750868,0.01717782,0.7530208,0.007820555],"study_design_scores_gemma":[0.0009040015,0.0003013668,0.2103752,0.0001574922,0.0001783223,0.000005231789,0.06525921,0.0003762257,0.0001601036,0.02921384,0.6919602,0.00110884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8664398,0.001817497,0.00004759705,0.03472564,0.005550074,0.0006877911,0.00006794692,0.0002550709,0.09040862],"genre_scores_gemma":[0.9654478,0.0001605325,0.0006129949,0.003516131,0.004078555,0.00004539405,0.0001442554,0.00003615388,0.02595817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387554,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W574173391","doi":"10.15626/hn.19990402","title":"Weißkopf vs. Wright? eller en berättelse om Internet som löfte eller hot","year":2015,"lang":"sv","type":"article","venue":"HumaNetten","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":"MaRS","funders":"","keywords":"Wright; Political science; Humanities; Art; Art history","authors":[{"name":"Börje Björkman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07357004972677315,"gpt":0.334722753245929,"spread":0.2611527035191559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001958873,0.0004087526,0.0004722417,0.0001540243,0.0008830097,0.0005509063,0.001477614,0.0004003661,0.011204],"category_scores_gemma":[0.0003010043,0.000356032,0.0002274528,0.0007216646,0.00127746,0.0006725572,0.0002708018,0.0004650331,0.008414662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414875,"about_ca_system_score_gemma":0.0009230401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835896,"about_ca_topic_score_gemma":0.005393969,"domain_scores_codex":[0.9952664,0.0005835852,0.0005752497,0.0008229323,0.001634695,0.001117162],"domain_scores_gemma":[0.9978479,0.0003699787,0.0002950359,0.0003715175,0.000305298,0.0008103031],"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":[0.0000627725,0.0003041191,0.009996025,0.00001472647,0.0001000584,0.00002038872,0.1755265,0.00001673842,0.00003838632,0.0168988,0.792168,0.004853474],"study_design_scores_gemma":[0.0004281915,0.0001681923,0.03645244,0.00005589589,0.00007537167,0.000003651267,0.02164523,0.00007960037,0.00004232756,0.01201193,0.9284161,0.0006210836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7211687,0.001893893,0.00000866445,0.03571624,0.008441613,0.0005568658,0.00002785791,0.0001746872,0.2320115],"genre_scores_gemma":[0.8037332,0.0002435258,0.0001768465,0.003076036,0.006768118,0.00003833064,0.00004514302,0.00003147042,0.1858873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538813,"threshold_uncertainty_score":0.9998892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}