{"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"},"query_hash":"42731d074be0","filters":{"venue":"Mathematics and computer education"}},"results":[{"id":"W292570987","doi":"","title":"Web-Delivered Supplemental Instruction: Dynamic Customizing of Search Algorithms to Enhance Independent Learning for Developmental Mathematics Students.","year":2004,"lang":"en","type":"article","venue":"Mathematics and computer education","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; The Internet; Computer science; Comprehension; Mathematics education; Subject (documents); Quarter (Canadian coin); Quality (philosophy); Multimedia; World Wide Web; Algorithm; Mathematics; Psychology; Pedagogy","retraction":null,"screen_n_in":null,"score":{"opus":0.02569647964258061,"gpt":0.4084755337357067,"spread":0.3827790540931261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053714,0.0001106055,0.0001649895,0.0001939668,0.0004258383,0.0001106449,0.0002360784,0.00005687361,0.00003411936],"category_scores_gemma":[0.00008980958,0.0001220437,0.00003221513,0.0003556393,0.00007549775,0.0001397549,0.00009792006,0.0001020467,0.000007257352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668612,"about_ca_system_score_gemma":0.0007510552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000886712,"about_ca_topic_score_gemma":0.00005482883,"domain_scores_codex":[0.9987143,0.00004073299,0.0004100213,0.0002058196,0.000434728,0.0001943781],"domain_scores_gemma":[0.9991598,0.00013944,0.0001630075,0.00009896074,0.0003688129,0.00006996742],"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":[0.00001763841,0.002934422,0.002211202,0.0007061271,0.0001548572,3.133933e-7,0.3395539,0.00158946,0.002620353,0.3516339,0.0004020258,0.2981758],"study_design_scores_gemma":[0.004385225,0.0009107181,0.01731712,0.002245133,0.0002142145,0.0001083193,0.6794839,0.04659145,0.01811379,0.2125606,0.01586963,0.002199889],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7030922,0.000012481,0.2949653,0.0004397395,0.0006202252,0.0006067262,0.00000484789,0.00002074618,0.000237715],"genre_scores_gemma":[0.4101078,0.00001063809,0.5894321,0.00003898171,0.0001390087,0.00008297497,0.00001906088,0.0000102151,0.0001591944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.33993,"threshold_uncertainty_score":0.4976798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W281975968","doi":"","title":"Mathematica Player 6","year":2009,"lang":"en","type":"article","venue":"Mathematics and computer education","topic":"Spreadsheets and End-User Computing","field":"Computer Science","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":"Computer science; Software; Upload; Graphics; Multimedia; World Wide Web; Computer graphics (images); Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01366262197204803,"gpt":0.2538152127054602,"spread":0.2401525907334122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001676841,0.0001424542,0.0001641643,0.00009309597,0.0001211567,0.0003623668,0.0003971343,0.00004174657,0.000008866762],"category_scores_gemma":[0.000008352445,0.0001219324,0.00003858627,0.0001695736,0.00001298999,0.0002554081,0.0001107602,0.00007502285,0.00004045896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001788591,"about_ca_system_score_gemma":0.00005555078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002660933,"about_ca_topic_score_gemma":2.101105e-7,"domain_scores_codex":[0.9991152,0.0000119401,0.0002486059,0.0002633245,0.0001633296,0.0001975593],"domain_scores_gemma":[0.9992443,0.00006301257,0.00009420251,0.0004432778,0.00005848185,0.00009668968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[3.535386e-7,0.0003144324,0.00002805943,0.000037392,0.000007012736,9.682253e-7,0.003104948,0.00001502957,0.00007449042,0.6998155,0.003310595,0.2932912],"study_design_scores_gemma":[0.0001870871,0.0001358583,0.004032446,0.000165206,0.00001175544,0.0001400207,0.0000955183,0.7027249,0.0002642451,0.2882579,0.003648106,0.0003369807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06000924,0.0001283244,0.9314685,0.001524397,0.0004308503,0.0001417676,1.806659e-7,0.0001798911,0.006116786],"genre_scores_gemma":[0.3430017,0.00000978565,0.655595,0.001006781,0.0002231719,0.000006095478,0.000001403726,0.000006896588,0.0001491838],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7027099,"threshold_uncertainty_score":0.4972259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}