{"meta":{"query_hash":"b3c73c28e3f1","filters":{"venue":"Syllabus"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b3c73c28e3f1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Syllabus"},"results":[{"id":"W2180272024","doi":"","title":"Educational Theories: Equality, Democracy, and Justice","year":2015,"lang":"en","type":"article","venue":"Syllabus","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Syllabus; Curriculum; Perspective (graphical); Pedagogy; Democracy; Sociology; Economic Justice; Course (navigation); Mathematics education; Psychology; Political science; Computer science; Engineering; Law","score_opus":0.042740475476153075,"score_gpt":0.38707744728410537,"score_spread":0.3443369718079523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180272024","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25887156,0.0008693996,0.000030179797,0.0784561,0.0022576605,0.000134062,0.0000126193345,0.000040704566,0.65932775],"genre_scores_gemma":[0.9724627,0.00008780761,0.00029740128,0.0012548118,0.0012254894,0.0000051961943,0.0000066394373,0.0000040849072,0.02465583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99926496,0.000061736515,0.0000972047,0.00010408601,0.00027816996,0.00019383391],"domain_scores_gemma":[0.9993526,0.000101586396,0.000039298502,0.00008006503,0.00018958558,0.0002368951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005104729,0.00005446282,0.0000635714,0.000023192531,0.00043485165,0.00006911661,0.00012110009,0.00004817485,0.00012337214],"category_scores_gemma":[0.00059796916,0.000041211428,0.000016739452,0.00016083784,0.00029804546,0.00013347635,0.000036432164,0.00004931779,0.00012772156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034321984,0.000025371339,0.0017240386,0.0000056989566,0.000004727236,1.1980441e-7,0.0132731935,0.0000035694352,0.0000025963238,0.95999235,0.024009373,0.00095551304],"study_design_scores_gemma":[0.000095306656,0.00001302785,0.0049194163,0.0000053381164,0.000013116449,0.0000029614912,0.029044326,0.000004899546,0.0000027098827,0.5551169,0.41070008,0.000081890255],"about_ca_topic_score_codex":0.007445196,"about_ca_topic_score_gemma":0.00074671017,"teacher_disagreement_score":0.71359116,"about_ca_system_score_codex":0.00009805151,"about_ca_system_score_gemma":0.0007787649,"threshold_uncertainty_score":0.9991643},"labels":[],"label_agreement":null},{"id":"W2304801848","doi":"","title":"Philosophical Issues in Curriculum","year":2013,"lang":"en","type":"article","venue":"Syllabus","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Syllabus; Curriculum; Class (philosophy); Pedagogy; Reading (process); Psychology; Mathematics education; Sociology; Epistemology; Philosophy; Linguistics","score_opus":0.0226976817296339,"score_gpt":0.3433046341952253,"score_spread":0.3206069524655914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304801848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5554817,0.0002540777,0.000009482769,0.23570073,0.0006936752,0.00022777595,2.2568884e-7,0.0000951543,0.2075372],"genre_scores_gemma":[0.99329025,0.00007849718,0.0011008115,0.0013746629,0.00027174066,0.000033699373,0.0000010823477,0.0000035775533,0.0038457022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992803,0.00008242176,0.00010798279,0.00010972508,0.00021386724,0.00020573258],"domain_scores_gemma":[0.9997169,0.000038683145,0.000010697911,0.0000685446,0.00006853409,0.00009668192],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025131536,0.00004376772,0.00006709316,0.000039070335,0.00011029267,0.00006342317,0.00012270984,0.000055570676,0.003278586],"category_scores_gemma":[0.00026154442,0.000039819402,0.000016493144,0.00022119095,0.000108273314,0.00009817687,0.000015771178,0.00009074858,0.0018681497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.3035556e-7,0.00014774539,0.03979921,0.0000050991093,0.0000028476236,0.000003030169,0.015869964,2.968985e-7,0.00001568476,0.9211585,0.01366746,0.009329751],"study_design_scores_gemma":[0.00012413299,0.000010157568,0.0352717,0.00003146549,0.0000014784143,4.2953047e-7,0.007098026,0.00001071742,0.00002395095,0.66866046,0.28861314,0.00015430665],"about_ca_topic_score_codex":0.0025516024,"about_ca_topic_score_gemma":0.00029693506,"teacher_disagreement_score":0.43780854,"about_ca_system_score_codex":0.00006352047,"about_ca_system_score_gemma":0.00008482358,"threshold_uncertainty_score":0.998909},"labels":[],"label_agreement":null},{"id":"W2529208981","doi":"","title":"Root of Play - Game Design for Digital Humanists","year":2015,"lang":"en","type":"article","venue":"Syllabus","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Game art design; Root (linguistics); Game design; Video game design; Game design document; Video game development; Game Developer; Computer science; Creativity; Multimedia; Simple (philosophy); Stylized fact; Game mechanics; Brainstorming; Mathematics education; Psychology; Artificial intelligence; Social psychology","score_opus":0.07514563909638342,"score_gpt":0.325430959544291,"score_spread":0.25028532044790763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529208981","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13718414,0.00032829487,0.00357964,0.00026992007,0.0008266185,0.00059103925,0.00005387316,0.00008490386,0.85708153],"genre_scores_gemma":[0.96139336,0.0000036006325,0.0003889655,0.000025832305,0.0002069852,0.000012879751,0.0000063556163,0.000008633044,0.037953403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993149,0.000016526294,0.00011703161,0.000105997155,0.00023654,0.0002090242],"domain_scores_gemma":[0.9994656,0.000103817234,0.00005490931,0.00009098163,0.00012623155,0.00015845709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002840977,0.000057272366,0.00011335632,0.000024764295,0.0000234655,0.00009022706,0.00015521447,0.0000470275,0.000019703262],"category_scores_gemma":[0.0004943744,0.0000518051,0.000048700054,0.00008827006,0.0001538361,0.00021900682,0.00001839,0.000023712675,0.000043754597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030406934,0.00045773428,0.0038400383,0.000069221824,0.00010044907,0.000020832467,0.11769669,0.0001757762,0.00027159308,0.21287666,0.0923808,0.57180613],"study_design_scores_gemma":[0.0004173767,0.0001745376,0.00023772097,0.000016259048,0.000007199434,5.8425155e-7,0.002213311,0.000010087503,0.0003184593,0.0073372517,0.98916024,0.00010697935],"about_ca_topic_score_codex":0.00003571934,"about_ca_topic_score_gemma":0.00015986535,"teacher_disagreement_score":0.8967794,"about_ca_system_score_codex":0.000039610837,"about_ca_system_score_gemma":0.00022527388,"threshold_uncertainty_score":0.21125506},"labels":[],"label_agreement":null},{"id":"W2582298979","doi":"","title":"The Syllabus in an Extra-Moral Sense","year":2016,"lang":"en","type":"article","venue":"Syllabus","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Syllabus; Academic integrity; Relation (database); Cover (algebra); Engineering ethics; Epistemology; Sociology; Political science; Law and economics; Environmental ethics; Pedagogy; Philosophy; Engineering; Computer science","score_opus":0.1605634960290293,"score_gpt":0.44728810653692297,"score_spread":0.28672461050789366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582298979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9016587,0.00036900325,0.00006223287,0.04580646,0.00091202464,0.00028254426,0.000003433191,0.00015070065,0.050754894],"genre_scores_gemma":[0.9892861,0.00020840325,0.00033988192,0.0002303251,0.00031203916,0.000014946236,6.3545394e-7,0.000012390887,0.009595262],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972584,0.0013521615,0.00021606934,0.00023227763,0.0005587596,0.00038228475],"domain_scores_gemma":[0.9980838,0.0012247765,0.0001323954,0.0003305209,0.00011377702,0.00011477753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004353969,0.00009219872,0.000097608565,0.000057899913,0.0006966272,0.00018270673,0.0003290185,0.00008299757,0.00031328978],"category_scores_gemma":[0.0023809548,0.00005434044,0.000034015724,0.00022832923,0.00031770364,0.0007169493,0.000033792843,0.00013711001,0.00045129034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017283477,0.0002034137,0.13503902,0.0000067844326,0.000032202093,0.000076963115,0.0445182,0.000020860627,0.004409296,0.26610228,0.00771244,0.5417057],"study_design_scores_gemma":[0.0011694107,0.00015407937,0.088933416,0.00008075234,0.00002459481,0.0000084283465,0.011151382,0.00008245155,0.00036061415,0.025400348,0.8721574,0.0004771184],"about_ca_topic_score_codex":0.00197439,"about_ca_topic_score_gemma":0.030211138,"teacher_disagreement_score":0.864445,"about_ca_system_score_codex":0.00016590834,"about_ca_system_score_gemma":0.00023523113,"threshold_uncertainty_score":0.987485},"labels":[],"label_agreement":null},{"id":"W2599100586","doi":"","title":"Seminars in Applied Research Methods","year":2013,"lang":"en","type":"article","venue":"Syllabus","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conceptualization; Presentation (obstetrics); Argument (complex analysis); Research methodology; Population; Empirical research; Management science; Psychology; Engineering ethics; Computer science; Sociology; Epistemology; Medicine; Engineering; Artificial intelligence","score_opus":0.19170910054619614,"score_gpt":0.5966073973082745,"score_spread":0.40489829676207834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599100586","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10200293,0.00016499525,0.001550359,0.0067513003,0.0009845379,0.0006383286,5.4759505e-7,0.00005232953,0.8878547],"genre_scores_gemma":[0.29498982,0.000043218257,0.6920285,0.0002258956,0.0005110879,0.00041315268,0.0000023480538,0.000012565418,0.011773345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753886,0.0012390743,0.00019132221,0.00019536115,0.00043547302,0.00039989353],"domain_scores_gemma":[0.99790645,0.0014042427,0.00003395919,0.00021926581,0.0003777713,0.000058326073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010329018,0.000054330507,0.00009181671,0.00035726302,0.00036000134,0.000077093886,0.00032809595,0.00010356891,0.0014167766],"category_scores_gemma":[0.0025680235,0.000056792043,0.000014596961,0.0024095501,0.00036190383,0.000107050706,0.000050371207,0.00029589815,0.0006249473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018597606,0.00005203111,0.0019261546,0.0000039030706,0.0000031136158,3.865661e-7,0.0146058835,0.000004748291,0.002271291,0.6159488,0.015690872,0.34949097],"study_design_scores_gemma":[0.0001254663,0.000012257148,0.018593617,0.000023382805,0.0000014563336,5.455374e-7,0.035312176,0.000035843972,0.0016125315,0.43594864,0.50816774,0.00016635754],"about_ca_topic_score_codex":0.0028802324,"about_ca_topic_score_gemma":0.00024372757,"teacher_disagreement_score":0.87608135,"about_ca_system_score_codex":0.00030340048,"about_ca_system_score_gemma":0.00040829732,"threshold_uncertainty_score":0.99949604},"labels":[],"label_agreement":null},{"id":"W3114377446","doi":"","title":"Authentic experiences in two mathematics graduate student instructor training courses","year":2020,"lang":"en","type":"article","venue":"Syllabus","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Practicum; Apprenticeship; Mathematics education; Training (meteorology); Set (abstract data type); Institution; Graduate students; Scale (ratio); Pedagogy; Computer science; Mathematics; Psychology; Sociology","score_opus":0.34874390753993334,"score_gpt":0.49703017465503657,"score_spread":0.14828626711510323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114377446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011553,0.00007521821,0.000062892155,0.008516968,0.00047967286,0.00023996999,0.0000011393108,0.00011607873,0.010392536],"genre_scores_gemma":[0.9962462,0.000025632333,0.00292237,0.00030745016,0.00022575361,0.00003374729,9.799767e-7,0.000011293817,0.00022658083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99795336,0.0003611509,0.00030077697,0.00022949872,0.00087980716,0.00027543446],"domain_scores_gemma":[0.9991492,0.00033841562,0.0001988505,0.000113304326,0.000061006962,0.00013919342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013046811,0.000105737745,0.00018638573,0.00006178913,0.00028460388,0.00017595342,0.00040317702,0.000031379896,0.00038685705],"category_scores_gemma":[0.0018993983,0.000101877136,0.000040066083,0.00033863005,0.00020620345,0.00041293405,0.000049510556,0.00019051542,0.0001123821],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003889957,0.000046636345,0.0037240034,0.000009658363,0.000010757312,0.00000797672,0.9823491,0.00004489069,0.000043096396,0.009551693,0.000102436345,0.0041058795],"study_design_scores_gemma":[0.0004077532,0.00003915939,0.0025092664,0.00004251314,0.000018496423,0.0000011082284,0.9911163,0.0007339185,0.000061549355,0.0014830865,0.003417769,0.00016912377],"about_ca_topic_score_codex":0.0006589228,"about_ca_topic_score_gemma":0.0013307353,"teacher_disagreement_score":0.016130667,"about_ca_system_score_codex":0.00007378456,"about_ca_system_score_gemma":0.00023228476,"threshold_uncertainty_score":0.42358133},"labels":[],"label_agreement":null}]}