{"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":"631726d6da9a","filters":{"venue":"Microbiology Education"}},"results":[{"id":"W2167264658","doi":"10.1128/me.6.1.8-13.2005","title":"A “Hybrid” Bacteriology Course: The Professor’s Design and Expectations; The Students’ Performance and Assessment","year":2005,"lang":"en","type":"article","venue":"Microbiology Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":15,"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":"Course (navigation); Presentation (obstetrics); Medical education; Course evaluation; Mathematics education; Computer science; Psychology; Bacteriology; Online course; Higher education; Medicine; Engineering; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.0377578416869269,"gpt":0.4252118974280098,"spread":0.3874540557410829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002777921,0.00007882872,0.00008715987,0.00003295052,0.001265988,0.00005718005,0.0002211582,0.00005647415,0.00003234051],"category_scores_gemma":[0.000110486,0.00004799604,0.000009590321,0.00009035839,0.0006990645,0.0001068505,0.00005148628,0.0002345309,0.000007788571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009359856,"about_ca_system_score_gemma":0.000367823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006107992,"about_ca_topic_score_gemma":0.00008516377,"domain_scores_codex":[0.9974331,0.002030293,0.0001423855,0.000167656,0.0000436765,0.0001829159],"domain_scores_gemma":[0.9991531,0.0004882989,0.0001147273,0.0001283407,0.00009678343,0.00001868634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005033257,0.0006011192,0.3001811,0.00002028408,0.0001518559,2.638807e-7,0.2275444,0.000009801654,0.05412729,0.05585463,0.02353566,0.3379233],"study_design_scores_gemma":[0.000333407,0.0001209707,0.7051572,0.0000232784,0.00005312772,0.00005275492,0.0414653,0.00006535855,0.0009896227,0.0008561685,0.2506568,0.0002260192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720942,0.0003457423,0.002020818,0.02372882,0.0004511308,0.0005682925,0.000001493709,0.00002084401,0.0007686499],"genre_scores_gemma":[0.9834802,0.0001014739,0.01389021,0.0009393304,0.0002237435,0.0001494942,0.00001019038,0.000005361604,0.001199973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049762,"threshold_uncertainty_score":0.9737083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067141130","doi":"10.1128/me.1.1.7-13.2000","title":"Using Computer Technology to Foster Learning for Understanding","year":2000,"lang":"en","type":"article","venue":"Microbiology Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Memorization; Curriculum; Deep learning; Class (philosophy); Mathematics education; Active learning (machine learning); Computer science; Blended learning; Artificial intelligence; Process (computing); Test (biology); Educational technology; Psychology; Pedagogy","retraction":null,"screen_n_in":null,"score":{"opus":0.05268811226018438,"gpt":0.3760660372211711,"spread":0.3233779249609867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002474141,0.00006350203,0.00009193353,0.0001633784,0.0005378558,0.00002828291,0.0001026997,0.0001477695,0.0003059944],"category_scores_gemma":[0.00004167489,0.0000675097,0.00002898656,0.0002484873,0.0000842122,0.0000657093,0.00001438878,0.0001161925,0.00006932372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175972,"about_ca_system_score_gemma":0.0003632163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003613275,"about_ca_topic_score_gemma":0.0001140837,"domain_scores_codex":[0.9993258,0.000093566,0.0001098606,0.0001891921,0.00001983351,0.0002617794],"domain_scores_gemma":[0.9997512,0.00005941218,0.00003716269,0.00006311311,0.00005151864,0.00003761298],"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":[0.00006060029,0.0001992347,0.01183318,0.00002265408,0.00004581024,5.71599e-7,0.01355188,0.002034759,0.08983477,0.02221395,0.01408665,0.8461159],"study_design_scores_gemma":[0.0001255004,0.00007974231,0.00003469055,0.00002738757,0.00001197651,0.00000693725,0.007714748,0.0001407875,0.0003257446,0.002313734,0.9890909,0.0001279116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915208,0.00008020666,0.0643294,0.01592059,0.0007935428,0.0004312039,0.000001808661,0.0001287951,0.003106415],"genre_scores_gemma":[0.9294307,0.00001030812,0.06489338,0.001076326,0.0007090502,0.00002086876,0.00003964525,0.0000142053,0.003805526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9750042,"threshold_uncertainty_score":0.4136806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}