{"meta":{"query_hash":"90f903680651","filters":{"venue":"Chowanna"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/90f903680651","api":"https://metacan.xera.ac/api/v1/cohort?venue=Chowanna"},"results":[{"id":"W3152938952","doi":"10.31261/chowanna.2020.54.05","title":"Higher Education and the Politics of Disruption","year":2020,"lang":"en","type":"article","venue":"Chowanna","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Neoliberalism (international relations); Dream; Apostles; Politics; Democracy; Tinker; Power (physics); Economic Justice; Sociology; Political science; Political economy; Law; Psychology; Philosophy; Theology","score_opus":0.02844029563988041,"score_gpt":0.3285111906673365,"score_spread":0.30007089502745604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152938952","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05332262,0.011123208,0.007579527,0.23382455,0.00062158954,0.00004129182,0.00005132786,0.000080294994,0.6933557],"genre_scores_gemma":[0.9727463,0.0010594247,0.0004093555,0.0070342664,0.0003157925,0.00003156202,0.00001123084,0.00003128649,0.01836077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9900676,0.0062888567,0.00015326466,0.0007991409,0.0010336958,0.0016574818],"domain_scores_gemma":[0.99616843,0.0016421352,0.0004860396,0.00058558164,0.00041500063,0.0007027958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067481534,0.0003009255,0.00036617846,0.0011362816,0.009628166,0.014969661,0.0007303158,0.0040053464,0.004925155],"category_scores_gemma":[0.008845394,0.00029811758,0.00026800024,0.0015559219,0.06535719,0.008340458,0.0094913645,0.005308986,0.0006472508],"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":[0.000003317261,0.0000039953097,0.00016218958,0.000004506409,0.0000014586659,0.000017326773,0.0021336596,0.00007641059,0.00001535969,0.99358445,0.002281657,0.0017156476],"study_design_scores_gemma":[0.000011402393,0.000010190934,0.00057574775,0.00005855726,0.0000030568253,0.00003808882,0.005955359,0.00020159634,0.00006849034,0.83655417,0.15651478,0.000008649973],"about_ca_topic_score_codex":0.009058577,"about_ca_topic_score_gemma":0.006439332,"teacher_disagreement_score":0.014969661,"about_ca_system_score_codex":0.014097335,"about_ca_system_score_gemma":0.006922888,"threshold_uncertainty_score":0.102283776},"labels":[],"label_agreement":null},{"id":"W3154542265","doi":"10.31261/chowanna.2020.54.04","title":"The Curse of Totalitarianism and the Challenge of Critical Pedagogy","year":2020,"lang":"en","type":"article","venue":"Chowanna","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Outrage; Critical pedagogy; Politics; Autonomy; Sociology; Agency (philosophy); Democracy; Political science; Critical thinking; Action (physics); Variety (cybernetics); Social change; Public relations; Environmental ethics; Pedagogy; Social science; Law","score_opus":0.052738637507376604,"score_gpt":0.39151525012549,"score_spread":0.33877661261811337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154542265","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014460125,0.036534432,0.05667971,0.58085597,0.0033366948,0.00012970668,0.00003570589,0.00019904287,0.30776858],"genre_scores_gemma":[0.85542357,0.021323746,0.031699244,0.04060981,0.0061992584,0.00089639693,0.000032681724,0.0003414001,0.04347391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96859455,0.02524007,0.00046447146,0.0017373379,0.0028895137,0.0010740577],"domain_scores_gemma":[0.92660755,0.06249403,0.002303681,0.0036961208,0.0027112332,0.002187343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039162796,0.001152032,0.0010861652,0.0033473917,0.010174406,0.017305616,0.0018872352,0.006338795,0.0051295804],"category_scores_gemma":[0.032776088,0.0004846952,0.0006954266,0.001240005,0.12252044,0.01650809,0.01196551,0.016614081,0.0008246723],"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":[0.0000051580173,0.000010870822,0.000044438963,0.00008096948,0.0000043697733,0.000022417758,0.009034473,0.0001241979,0.000044497192,0.9821951,0.0035250704,0.0049084765],"study_design_scores_gemma":[0.000009426402,0.000008506548,0.000033962486,0.00017417099,0.000001798501,0.000028343859,0.002791767,0.00017606984,0.000080912956,0.95214385,0.04454459,0.000006582641],"about_ca_topic_score_codex":0.0030585176,"about_ca_topic_score_gemma":0.0029719975,"teacher_disagreement_score":0.039162796,"about_ca_system_score_codex":0.011323455,"about_ca_system_score_gemma":0.017541101,"threshold_uncertainty_score":0.20711517},"labels":[],"label_agreement":null},{"id":"W3157000048","doi":"10.31261/chowanna.2020.54.03","title":"Thinking Dangerously: The Role of Higher Education in Authoritarian Times","year":2020,"lang":"en","type":"article","venue":"Chowanna","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Authoritarianism; Psychology; Political science; Democracy; Law; Politics","score_opus":0.018090225511195105,"score_gpt":0.30827495043007536,"score_spread":0.29018472491888025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157000048","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1552692,0.0043055303,0.006728573,0.17611437,0.0006671074,0.00002932736,0.000028077875,0.000075880715,0.6567819],"genre_scores_gemma":[0.988305,0.00032747,0.0003100554,0.0022381297,0.00013299576,0.000012425537,0.0000039470406,0.000020092037,0.008649963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9882559,0.008957596,0.0001226449,0.00040087444,0.00078721554,0.0014757435],"domain_scores_gemma":[0.99040866,0.005583811,0.00086458767,0.00077328086,0.00057421083,0.0017955183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010383757,0.00030397766,0.00023963135,0.0016014049,0.017244967,0.021702338,0.0010989435,0.003913178,0.004260759],"category_scores_gemma":[0.00943247,0.00023680476,0.00023002503,0.0015424385,0.083408594,0.0129156085,0.0093523115,0.005693687,0.0004338351],"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":[0.00001027605,0.00000894058,0.00030123687,0.000013022693,0.0000012384442,0.000106352054,0.10480203,0.000048182108,0.000041714604,0.88899475,0.0027739755,0.0028982959],"study_design_scores_gemma":[0.000018458839,0.000033189586,0.00094179367,0.00023739657,0.0000048222055,0.0002688291,0.17800646,0.00041440816,0.00034671623,0.5952317,0.22446862,0.000027516575],"about_ca_topic_score_codex":0.005540162,"about_ca_topic_score_gemma":0.0068463776,"teacher_disagreement_score":0.021702338,"about_ca_system_score_codex":0.009679225,"about_ca_system_score_gemma":0.007727388,"threshold_uncertainty_score":0.07022804},"labels":[],"label_agreement":null},{"id":"W4413430207","doi":"10.31261/chowanna.2019.53.08","title":"Udział dzieci: podróż, która wciąż trwa","year":2019,"lang":"pl","type":"article","venue":"Chowanna","topic":"Children's Rights and Participation","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":false,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine","score_opus":0.02550326163016162,"score_gpt":0.3046148542903712,"score_spread":0.2791115926602096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413430207","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08912893,0.022460891,0.0054346104,0.063975,0.0025155856,0.00024158615,0.0010539282,0.00018315075,0.8150063],"genre_scores_gemma":[0.4704378,0.012454838,0.0032864565,0.007778478,0.0004911988,0.00024361085,0.0006898625,0.00025902913,0.5043587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99866676,0.00030836463,0.00009802485,0.0002829006,0.00029117244,0.0003528338],"domain_scores_gemma":[0.9994943,0.00007584761,0.00006522367,0.0000769275,0.00015249813,0.00013521271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009151916,0.00065365323,0.00042678398,0.0020713196,0.006493023,0.009229092,0.0007532053,0.0018653469,0.0221989],"category_scores_gemma":[0.0024249742,0.00041366986,0.00034718955,0.0022747568,0.0051047704,0.0056047775,0.005208562,0.00414893,0.0038379433],"study_design_candidate":"qualitative","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":[0.00007707457,0.00006480662,0.0053150733,0.00021189151,0.000019009516,0.00084691966,0.031830996,0.00015677005,0.0010443182,0.7877364,0.094735295,0.07796145],"study_design_scores_gemma":[0.0000105714125,0.000019858428,0.008001729,0.00016256857,0.0000130775015,0.00023816494,0.009754974,0.00008158557,0.00038367862,0.024330568,0.95698106,0.000022111652],"about_ca_topic_score_codex":0.05482493,"about_ca_topic_score_gemma":0.100010835,"teacher_disagreement_score":0.05482493,"about_ca_system_score_codex":0.008206308,"about_ca_system_score_gemma":0.0070131603,"threshold_uncertainty_score":0.10901159},"labels":[],"label_agreement":null},{"id":"W7089365630","doi":"10.31261/chowanna.2017.49.02","title":"Wstęp","year":2017,"lang":"pl","type":"article","venue":"Chowanna","topic":"Central European Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Event (particle physics); NAD+ kinase","score_opus":0.07965462680187049,"score_gpt":0.38598736048452875,"score_spread":0.30633273368265823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7089365630","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017483828,0.0015099351,0.0018970799,0.0035070705,0.0049924874,0.00016905351,0.00669436,0.0019300574,0.97755164],"genre_scores_gemma":[0.0053106016,0.0011501834,0.0010247891,0.00077078614,0.00035795523,0.00011661416,0.0033953115,0.000762908,0.98711085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906176,0.00011700738,0.000065879576,0.00021652211,0.00037886287,0.00015999084],"domain_scores_gemma":[0.99889743,0.000121389516,0.000065009524,0.0003215881,0.0003299983,0.00026461744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009924571,0.0011559464,0.0010163491,0.0024295824,0.0023567933,0.010430202,0.0015109472,0.00217796,0.8291208],"category_scores_gemma":[0.0027979237,0.00059676316,0.0009373781,0.0026944433,0.0011296037,0.004448599,0.005649101,0.0025327203,0.73925126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017237822,0.00018221933,0.00090165855,0.0005291658,0.000031335247,0.00045202722,0.00045029284,0.0001830142,0.0013500884,0.050943322,0.64200675,0.30279773],"study_design_scores_gemma":[0.000010068279,0.000016320733,0.00055416714,0.00008663328,0.0000037072066,0.000107781074,0.00013196247,0.000066659915,0.00021385963,0.0027285572,0.9960729,0.0000074691206],"about_ca_topic_score_codex":0.004839187,"about_ca_topic_score_gemma":0.005080647,"teacher_disagreement_score":0.8291208,"about_ca_system_score_codex":0.001605281,"about_ca_system_score_gemma":0.0032438044,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null}]}