{"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":"a065f8d017bf","filters":{"venue":"The Programming Historian em português"}},"results":[{"id":"W4226140476","doi":"10.46430/phpt0019","title":"Contagem e mineração de dados de investigação com Unix","year":2021,"lang":"pt","type":"article","venue":"The Programming Historian em português","topic":"Data Mining Algorithms and Applications","field":"Computer Science","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 Waterloo","funders":"","keywords":"Unix; Physics; Operating system; Computer science; Humanities; Art","authors":[{"name":"James Baker","is_ca":false},{"name":"Ian Milligan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03325648029855668,"gpt":0.2727971163498416,"spread":0.2395406360512849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001470857,0.0004681839,0.0004647777,0.0001055711,0.00089169,0.0008764333,0.002151079,0.0002383985,0.00007615397],"category_scores_gemma":[0.0002816396,0.0004456461,0.00023551,0.0009836423,0.000326204,0.0003665288,0.000734877,0.0007415244,0.0001724987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008526464,"about_ca_system_score_gemma":0.002228941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002943416,"about_ca_topic_score_gemma":0.0002303228,"domain_scores_codex":[0.9963616,0.0002953352,0.0006781028,0.0009679904,0.0005454423,0.001151489],"domain_scores_gemma":[0.9960441,0.0002440489,0.0004400357,0.00231083,0.0002971118,0.0006638728],"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":[0.000007789354,0.0002784279,0.0003774023,0.00007120804,0.000134101,0.00049372,0.02387815,0.00002306742,0.0006325272,0.02994323,0.03139778,0.9127626],"study_design_scores_gemma":[0.0005340957,0.0001203841,0.0003832566,0.0001624869,0.0001991999,0.0004497129,0.001539203,0.04291317,0.000386918,0.001785876,0.9508867,0.0006389727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.005926109,0.01034961,0.9407019,0.03021455,0.004632022,0.00131315,0.0001642943,0.001126357,0.005571979],"genre_scores_gemma":[0.124943,0.000324573,0.3906468,0.005335302,0.003132433,0.0006464633,0.0004665113,0.0003055978,0.4741994],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.919489,"threshold_uncertainty_score":0.9997995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161149381","doi":"10.46430/phpt0006","title":"Configurar um ambiente de desenvolvimento integrado para Python (Windows)","year":2021,"lang":"pt","type":"article","venue":"The Programming Historian em português","topic":"Education and Digital Technologies","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":"Western University","funders":"","keywords":"Python (programming language); Computer science; Art; Operating system","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06633933386413444,"gpt":0.3346613283890916,"spread":0.2683219945249572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001253509,0.0004095854,0.0004330511,0.0001342826,0.001031449,0.0005694276,0.0009656913,0.000399684,0.0004549926],"category_scores_gemma":[0.001135746,0.0003593815,0.0003516122,0.001005142,0.0008837556,0.0003175467,0.0002028811,0.000675751,0.0004034304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375291,"about_ca_system_score_gemma":0.001759648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005772894,"about_ca_topic_score_gemma":0.001809592,"domain_scores_codex":[0.9965543,0.0003172305,0.000615596,0.0006736422,0.0007449383,0.001094309],"domain_scores_gemma":[0.9976175,0.0002323308,0.0004483437,0.0009487356,0.0003644708,0.0003886472],"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":[0.00005837012,0.0008009496,0.002706307,0.0001058819,0.0002509292,0.0002720694,0.1502348,0.000002181121,0.0004988072,0.1005782,0.07030815,0.6741833],"study_design_scores_gemma":[0.0002516607,0.00009746067,0.0004473194,0.0001159882,0.0001072922,0.00002559924,0.1129736,0.000008172279,0.000977479,0.004785229,0.879812,0.0003982216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1933236,0.07755716,0.003048209,0.1627674,0.0367319,0.005899277,0.0001190712,0.006788748,0.5137647],"genre_scores_gemma":[0.5319709,0.0004324222,0.001023087,0.0006072644,0.0009576352,0.0001303942,0.00004549426,0.00007189868,0.4647609],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8095039,"threshold_uncertainty_score":0.9998858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163634510","doi":"10.46430/phpt0005","title":"Configurar um ambiente de desenvolvimento integrado para Python (Mac)","year":2021,"lang":"pt","type":"article","venue":"The Programming Historian em português","topic":"Education and Digital Technologies","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":"Western University","funders":"","keywords":"Python (programming language); Physics; Humanities; Art; Computer science; Operating system","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07159759433233213,"gpt":0.3406711974915618,"spread":0.2690736031592297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001195136,0.0003929072,0.000410911,0.0001269868,0.001005819,0.0005754318,0.0009312373,0.0003765912,0.0004584356],"category_scores_gemma":[0.0010914,0.0003444664,0.0003318031,0.00098498,0.0008802246,0.0002973453,0.0001963662,0.0006418028,0.0003724183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370183,"about_ca_system_score_gemma":0.001705588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006054001,"about_ca_topic_score_gemma":0.002052123,"domain_scores_codex":[0.9966964,0.000299804,0.0005906675,0.0006495207,0.0007109105,0.001052764],"domain_scores_gemma":[0.9977106,0.000217584,0.0004313163,0.0009104224,0.0003540094,0.0003761052],"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":[0.00004408565,0.0006509037,0.00145797,0.00009237223,0.0001987708,0.0002184744,0.1333076,0.000001275249,0.0004282486,0.1248879,0.06106869,0.6776437],"study_design_scores_gemma":[0.0002157628,0.0000935912,0.000256532,0.0001087444,0.0001020761,0.00002326662,0.1131742,0.00000941385,0.0009203667,0.006069215,0.8786466,0.00038025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1572546,0.07936922,0.002654541,0.1638741,0.03400226,0.004804976,0.0001034182,0.006296248,0.5516407],"genre_scores_gemma":[0.5031511,0.0004952912,0.001099675,0.0006055212,0.0008970837,0.0001154161,0.00004446127,0.00006907489,0.4935224],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8175778,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}