{"meta":{"query_hash":"b88c041bd6c1","filters":{"venue":"International Journal of Applied Philosophy"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/b88c041bd6c1","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Applied+Philosophy"},"results":[{"id":"W1970513044","doi":"10.5840/ijap20145118","title":"Sterba’s Argument From Non-Question-Beggingness for the Rationality of Morality","year":2014,"lang":"en","type":"article","venue":"International Journal of Applied Philosophy","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rationality; Morality; Argument (complex analysis); Epistemology; Philosophy; Applied philosophy; Positive economics; Sociology; Economics; Medicine","score_opus":0.07735766425960791,"score_gpt":0.31184479326341,"score_spread":0.23448712900380211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970513044","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":[0.84754455,0.00005254481,0.07496904,0.059422124,0.0052247806,0.0005802888,0.0002869803,0.000022221157,0.011897451],"genre_scores_gemma":[0.99384373,0.000019527759,0.0016907625,0.0030057835,0.0013856189,0.000017931083,0.00001021566,0.000008426961,0.000017981522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99833065,0.00005656563,0.00057883124,0.00019669726,0.00072770874,0.0001095607],"domain_scores_gemma":[0.9980224,0.00081364025,0.0006338579,0.00016260654,0.00030794667,0.00005955959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000651581,0.00012197433,0.00020469933,0.00007975253,0.000083925486,0.000032769116,0.00074932515,0.000049523143,0.000068259505],"category_scores_gemma":[0.00014464991,0.000084567146,0.00016728765,0.00005822308,0.00017737033,0.00012580538,0.000062252904,0.00015873539,0.00001252394],"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":[0.0030265644,0.0010480103,0.0011442495,0.00002946346,0.000333704,0.000006741921,0.00046833945,0.008950674,0.1519074,0.8168135,0.0031499076,0.013121403],"study_design_scores_gemma":[0.002490698,0.00018461341,0.020577593,0.000079857564,0.000056825076,0.00002017141,0.000025095,0.0026259774,0.10737662,0.8576403,0.008749146,0.00017305632],"about_ca_topic_score_codex":0.000012554847,"about_ca_topic_score_gemma":9.1540136e-7,"teacher_disagreement_score":0.14629918,"about_ca_system_score_codex":0.000056141595,"about_ca_system_score_gemma":0.000040789826,"threshold_uncertainty_score":0.34485483},"labels":[],"label_agreement":null},{"id":"W2078789082","doi":"10.5840/ijap201125218","title":"Climate Change and Structural Emissions","year":2011,"lang":"en","type":"article","venue":"International Journal of Applied Philosophy","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Institute","funders":"","keywords":"Climate change; Greenhouse gas; Natural resource economics; Environmental science; Economics; Ecology","score_opus":0.056531583459370656,"score_gpt":0.25093972445733503,"score_spread":0.19440814099796438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078789082","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":[0.9220393,0.00006028612,0.000039597624,0.0008491133,0.0005216206,0.00007110925,0.000013882921,0.000013111735,0.07639199],"genre_scores_gemma":[0.998049,0.00011926953,0.0011063906,0.0003009924,0.00040807953,0.0000025965842,0.0000016973723,0.0000076092642,0.0000043287573],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99941355,0.000002982817,0.00017556048,0.00008012132,0.00022484844,0.00010291732],"domain_scores_gemma":[0.9997199,0.000009380748,0.00011809618,0.00005109379,0.000015794874,0.00008571958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000076020224,0.00007525128,0.000083983636,0.00005465562,0.000031897445,0.000013613817,0.0002052034,0.000027371274,0.0011008516],"category_scores_gemma":[0.0000044334433,0.00006115398,0.00003602219,0.00004133246,0.00004495621,0.00016877553,0.00015027302,0.00009567805,0.00003742592],"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":[0.0031217607,0.00066669576,0.15741755,0.000113879345,0.0007215032,0.0012907889,0.06771309,0.0006332667,0.085258976,0.19044906,0.003340963,0.48927248],"study_design_scores_gemma":[0.0039242734,0.0004589048,0.49479458,0.00034583337,0.00013237866,0.0013146673,0.00078259676,0.0022303548,0.017075393,0.4633828,0.014440584,0.0011176232],"about_ca_topic_score_codex":0.000007928431,"about_ca_topic_score_gemma":0.0000014397202,"teacher_disagreement_score":0.48815486,"about_ca_system_score_codex":0.000031445947,"about_ca_system_score_gemma":0.000001282311,"threshold_uncertainty_score":0.9998123},"labels":[],"label_agreement":null},{"id":"W2324917168","doi":"10.5840/ijap201125214","title":"No Conscience to Shock","year":2011,"lang":"en","type":"article","venue":"International Journal of Applied Philosophy","topic":"Political Philosophy and Ethics","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":"Conscience; Shock (circulatory); Applied philosophy; Philosophy; Epistemology; Medicine","score_opus":0.08334641710376596,"score_gpt":0.34038599860687524,"score_spread":0.2570395815031093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324917168","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":[0.010426142,0.000010632803,0.00033024733,0.009430289,0.0019150525,0.00008288571,0.000008180766,0.000018989602,0.9777776],"genre_scores_gemma":[0.9879772,0.00001916405,0.003171447,0.0059635285,0.002718991,0.0000025659265,4.2270892e-7,0.0000072569756,0.00013943612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982258,0.000037317346,0.00036160465,0.0001293464,0.0010126424,0.00023326199],"domain_scores_gemma":[0.9984006,0.00014283617,0.00017511893,0.00009715469,0.0008146986,0.00036958954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007902498,0.00009041386,0.00014404803,0.00019296202,0.00014391262,0.00005341397,0.0010740935,0.00008582093,0.00051730487],"category_scores_gemma":[0.00038528,0.00008285937,0.00010187959,0.00016430156,0.00041115104,0.00023102095,0.00007969804,0.00028723787,0.0005146762],"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":[0.00018193986,0.00008939546,0.000067295274,0.0000015327886,0.000035884696,0.00002750527,0.0046053147,0.000005470123,0.0002860424,0.99338806,0.0006599439,0.000651623],"study_design_scores_gemma":[0.00022824206,0.00007972154,0.00022646482,0.000028100578,0.000009061966,0.00000742885,0.00018757173,0.0000020970315,0.00076434197,0.92702484,0.071329996,0.00011213804],"about_ca_topic_score_codex":0.00007924572,"about_ca_topic_score_gemma":0.000008494455,"teacher_disagreement_score":0.9776381,"about_ca_system_score_codex":0.00011839872,"about_ca_system_score_gemma":0.00026455964,"threshold_uncertainty_score":0.6615293},"labels":[],"label_agreement":null},{"id":"W3126987484","doi":"10.5840/ijap2021127142","title":"The Ethics and Politics of Blood Plasma Donation","year":2020,"lang":"en","type":"article","venue":"International Journal of Applied Philosophy","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":5,"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":"Compensation (psychology); Donation; Procurement; Politics; Law and economics; Financial compensation; Business; Political science; Law; Public relations; Economics; Social psychology; Psychology; Marketing","score_opus":0.03738097092640757,"score_gpt":0.2649075033293426,"score_spread":0.22752653240293502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126987484","genre_codex":"commentary","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":[0.38499013,0.00037437017,0.0007766594,0.45373785,0.001483128,0.00023385395,0.000013714764,0.000039719307,0.15835057],"genre_scores_gemma":[0.9916906,0.00015275583,0.00033136277,0.005925909,0.0018805461,0.0000010638702,0.0000030951028,0.000008660691,0.0000060072507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988453,0.000010402309,0.00039123956,0.00007806668,0.0006104924,0.00006450384],"domain_scores_gemma":[0.9982814,0.0003585816,0.000614959,0.000044903827,0.0006819854,0.000018162775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004661668,0.00007587016,0.00010708749,0.000114663126,0.00013452389,0.00015624231,0.0003134272,0.000051929615,0.00003809434],"category_scores_gemma":[0.00030286546,0.000055685945,0.000054762226,0.00011985839,0.0000811385,0.00045657667,0.00006501313,0.00037643668,0.000009943894],"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":[0.00020553068,0.00006745479,0.0002449723,0.00003068815,0.00020222005,0.0000065817976,0.00028392745,0.000059678332,0.0011745249,0.99411917,0.00023010751,0.0033751298],"study_design_scores_gemma":[0.0045666816,0.00007532064,0.0014275216,0.0000798458,0.00042500108,0.000045294593,0.00064479857,0.002110866,0.004703501,0.58697855,0.3986897,0.00025293586],"about_ca_topic_score_codex":0.0000067307715,"about_ca_topic_score_gemma":0.0000020208108,"teacher_disagreement_score":0.6067005,"about_ca_system_score_codex":0.0000044384105,"about_ca_system_score_gemma":0.000034371616,"threshold_uncertainty_score":0.2270807},"labels":[],"label_agreement":null}]}