{"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":"2861a1a0603b","filters":{"venue":"Association for the Advancement of Computing in Education (AACE) eBooks"}},"results":[{"id":"W1590631939","doi":"","title":"Technology Enhanced Learning and Research: New or Not so New Directions?","year":2009,"lang":"en","type":"book-chapter","venue":"Association for the Advancement of Computing in Education (AACE) eBooks","topic":"Online and Blended Learning","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":"Athabasca University","funders":"","keywords":"Diversity (politics); Knowledge management; Computer science; Engineering ethics; Data science; Engineering; Sociology","authors":[{"name":"Mike Mimirinis","is_ca":false},{"name":"Madhumita Bhattacharya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04947318606906665,"gpt":0.4035795883118221,"spread":0.3541064022427554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009685183,0.001001343,0.001519685,0.002458616,0.001653412,0.01197215,0.00190593,0.007910348,0.01201136],"category_scores_gemma":[0.006743437,0.000489081,0.0007316581,0.003357662,0.01554012,0.03372483,0.004774323,0.01175327,0.003541808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003707292,"about_ca_system_score_gemma":0.00482008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539867,"about_ca_topic_score_gemma":0.003521025,"domain_scores_codex":[0.9948945,0.002745696,0.0002521974,0.0004505099,0.00140415,0.0002530724],"domain_scores_gemma":[0.9848069,0.01211365,0.0003543819,0.000763639,0.001131451,0.000829915],"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":[0.00003419749,0.000117168,0.0002360051,0.002915405,0.00002944984,0.0002494735,0.002408298,0.0001619351,0.0002581809,0.5441291,0.1184008,0.33106],"study_design_scores_gemma":[0.00001644008,0.0000565897,0.0002171544,0.003433367,0.00001173692,0.0004557071,0.003095903,0.0001460603,0.00007916964,0.1526484,0.8398089,0.00003059407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0004059872,0.7652612,0.003615835,0.1788808,0.01146227,0.00003207966,0.00002239812,0.00006871809,0.0402506],"genre_scores_gemma":[0.01445679,0.8713968,0.0119642,0.05122052,0.01801455,0.0001428009,0.00004871776,0.00008439505,0.03267115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01201136,"threshold_uncertainty_score":0.05122077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1588936338","doi":"","title":"Digital Diversity In Universities And The Potential Of Integrative Education","year":2008,"lang":"en","type":"book-chapter","venue":"Association for the Advancement of Computing in Education (AACE) eBooks","topic":"Educational Innovations and Challenges","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":"Athabasca University","funders":"","keywords":"Diversification (marketing strategy); Diversity (politics); Curriculum; Psychological intervention; Higher education; Field (mathematics); Knowledge management; Engineering ethics; Political science; Sociology; Engineering; Computer science; Pedagogy; Business; Psychology; Marketing","authors":[{"name":"Mike Mimirinis","is_ca":false},{"name":"Madhumita Bhattacharya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01541223772356661,"gpt":0.2581016358021784,"spread":0.2426893980786118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839571,0.0003151652,0.0003160748,0.001169842,0.003759151,0.007603344,0.0006779511,0.001739177,0.005830674],"category_scores_gemma":[0.00181594,0.0001382215,0.0003233341,0.001069393,0.01156305,0.008647791,0.009013083,0.002952494,0.0005992725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357069,"about_ca_system_score_gemma":0.003088225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004413345,"about_ca_topic_score_gemma":0.001140927,"domain_scores_codex":[0.9990019,0.0005550885,0.00003122172,0.00008797463,0.0001944534,0.0001293298],"domain_scores_gemma":[0.9989002,0.000593934,0.00005942702,0.0001062211,0.00006085794,0.000279327],"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":[0.00001192059,0.00002322892,0.000337087,0.0001441695,0.000003210157,0.0001251234,0.009673135,0.0002148624,0.0002477898,0.9032406,0.004050199,0.08192873],"study_design_scores_gemma":[0.000008515942,0.00006720645,0.0009699502,0.0006645981,0.000006693163,0.0007176811,0.007098839,0.0003182503,0.0003243184,0.5711097,0.4186975,0.00001674893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.045033,0.04442679,0.01285945,0.02963971,0.0009547755,0.00004933837,0.0000131029,0.00007460693,0.8669493],"genre_scores_gemma":[0.826381,0.02700507,0.0106179,0.004538092,0.001156162,0.0001096212,0.0000273403,0.00004190639,0.1301229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007603344,"threshold_uncertainty_score":0.01950556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}