{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"8c3a3426a2cd","filters":{"venue":"International Journal of Arts Humanities & Social Science"}},"results":[{"id":"W4413378084","doi":"10.56734/ijahss.v6n8a12","title":"The Evolution Of Global Environmental Politics As A Field Of Inquiry Over The Past Three Decades","year":2025,"lang":"en","type":"article","venue":"International Journal of Arts Humanities & Social Science","topic":"Transboundary Water Resource Management","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":"Education and Early Childhood Development","funders":"","keywords":"Politics; Field (mathematics); Political science; Environmental politics; Environmental ethics; Geography; Law; Philosophy","authors":[{"name":"Eric W. Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0194687898296112,"gpt":0.3293418880644457,"spread":0.3098730982348345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01341393,0.0003861783,0.0008331323,0.003251124,0.006773654,0.01724343,0.001057519,0.005551046,0.003332534],"category_scores_gemma":[0.01619668,0.0004571311,0.0003845257,0.007958106,0.04036611,0.01391169,0.009194298,0.007573785,0.000387451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01538637,"about_ca_system_score_gemma":0.01126808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007794736,"about_ca_topic_score_gemma":0.01091026,"domain_scores_codex":[0.9923384,0.00381972,0.0004831105,0.001427909,0.001322355,0.0006084515],"domain_scores_gemma":[0.9794022,0.01519217,0.001203497,0.001579373,0.001408796,0.001214024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003062321,0.00003275836,0.001875203,0.0003151992,0.00001296087,0.00008956429,0.02501896,0.0003730458,0.0002305682,0.8979231,0.005213274,0.06888467],"study_design_scores_gemma":[0.00001255094,0.00004979126,0.00523098,0.001801682,0.000008014618,0.0002422391,0.02708253,0.0004974672,0.000208403,0.2453377,0.7194862,0.00004235025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07624042,0.3137549,0.01484509,0.3889043,0.007289513,0.0001015114,0.000279075,0.0001314263,0.1984538],"genre_scores_gemma":[0.8194721,0.1159525,0.007625611,0.03466612,0.004361677,0.0002350023,0.0001526274,0.0001708763,0.01736334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01724343,"threshold_uncertainty_score":0.1116365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410459381","doi":"10.56734/ijahss.v6n5a7","title":"Searching For Carle Hessay: The Immigrant Artist Who Shaped My Life","year":2025,"lang":"en","type":"article","venue":"International Journal of Arts Humanities & Social Science","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Asian studies; Art; Art history; History; Archaeology","authors":[{"name":"Maidie Hilmo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06997861082858124,"gpt":0.3364347267210603,"spread":0.2664561158924791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141796,0.0006450179,0.0005002817,0.001222581,0.05168498,0.009050913,0.001230555,0.00192685,0.008531999],"category_scores_gemma":[0.002636586,0.000276184,0.0002876272,0.00136896,0.01149877,0.002440413,0.003480646,0.004505759,0.001397517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02091545,"about_ca_system_score_gemma":0.0206144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8392314,"about_ca_topic_score_gemma":0.9192787,"domain_scores_codex":[0.9990269,0.0001960749,0.00001261214,0.0001211082,0.0003023274,0.0003408829],"domain_scores_gemma":[0.9987661,0.0001715195,0.00006982437,0.00003445052,0.0003314081,0.0006269242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000905596,0.00004631573,0.007710104,0.0001737968,0.00002605543,0.003327812,0.6235842,0.0001977181,0.001674541,0.05371591,0.262593,0.04686006],"study_design_scores_gemma":[0.000003170272,0.00001436547,0.003861651,0.0002402727,0.00001064685,0.001198441,0.375661,0.00009969626,0.0003297575,0.001192431,0.617318,0.00007047867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4216255,0.03158361,0.002373036,0.1565152,0.005933647,0.0001364618,0.000494174,0.0002780594,0.3810604],"genre_scores_gemma":[0.799066,0.008920526,0.002141775,0.01504641,0.0004283745,0.00004701576,0.00009499011,0.0002131062,0.1740418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8392314,"threshold_uncertainty_score":0.3234307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4304099485","doi":"10.56734/ijahss.v3n10a1","title":"Applied Reflexivity for Knowledge, Innovation and Resilience- Experimental Research Findings","year":2022,"lang":"en","type":"article","venue":"International Journal of Arts Humanities & Social Science","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Reflexivity; Transformative learning; Action (physics); Action research; Feeling; Experiential learning; Sociology; Psychological resilience; Action learning; Resilience (materials science); Psychology; Reflective practice; Knowledge management; Engineering ethics; Epistemology; Social psychology; Pedagogy; Social science; Computer science","authors":[{"name":"Professor Emmanuelle de Verlaine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2747502155533076,"gpt":0.4293547227800878,"spread":0.1546045072267802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05112623,0.0008599795,0.0009374347,0.00150402,0.003066195,0.004524758,0.002388369,0.002006489,0.01456181],"category_scores_gemma":[0.09897508,0.0006338843,0.00126604,0.001985435,0.01428241,0.005862281,0.005352608,0.00344332,0.0009234704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003738163,"about_ca_system_score_gemma":0.00447679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153117,"about_ca_topic_score_gemma":0.001023466,"domain_scores_codex":[0.9517093,0.0356858,0.002494008,0.004755001,0.003714003,0.001641953],"domain_scores_gemma":[0.8406708,0.1291467,0.006431357,0.01602443,0.006296993,0.001429815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.006437744,0.02827114,0.02665531,0.01132009,0.0005162208,0.001410312,0.2855811,0.00548151,0.02961199,0.3987333,0.00439656,0.2015847],"study_design_scores_gemma":[0.004394911,0.03617738,0.05869812,0.006176931,0.0009094016,0.001371004,0.248921,0.009499704,0.08034918,0.4102849,0.1426171,0.0006004075],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8168388,0.001529743,0.07431674,0.00388138,0.0005620942,0.02040599,0.0010938,0.00021515,0.08115629],"genre_scores_gemma":[0.9157152,0.0007634959,0.053568,0.0008319448,0.00008252206,0.02476347,0.0001941822,0.00006440034,0.004016852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05112623,"threshold_uncertainty_score":0.2703846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406547695","doi":"10.56734/ijahss.v6n1a5","title":"Leveraging Diaspora Contributions for Economic Resilience in Nigeria During a Recession","year":2025,"lang":"en","type":"article","venue":"International Journal of Arts Humanities & Social Science","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Diaspora; Resilience (materials science); Recession; Global recession; Economics; Development economics; Great recession; Economic geography; Geography; Sociology; Keynesian economics; Gender studies","authors":[{"name":"Christian O. Akaeze","is_ca":false},{"name":"Nana Shaibu Akaeze","is_ca":false},{"name":"Victor Aghaegbunem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01921904037591929,"gpt":0.3523425385517338,"spread":0.3331234981758145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002247342,0.000470516,0.0003092495,0.0007733285,0.008080797,0.004216047,0.0005611149,0.0008176289,0.00460258],"category_scores_gemma":[0.002468412,0.000254208,0.0002130073,0.0004985732,0.004142286,0.002785419,0.008030696,0.00128709,0.000427593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647941,"about_ca_system_score_gemma":0.004493076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711259,"about_ca_topic_score_gemma":0.01181714,"domain_scores_codex":[0.9987379,0.0006801242,0.00002848678,0.00006272619,0.00005658226,0.0004342714],"domain_scores_gemma":[0.9989567,0.0002974097,0.0001625492,0.00006979921,0.00007793114,0.0004356396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003776693,0.0003519389,0.06225586,0.0008026065,0.00004134186,0.01217146,0.7400495,0.0004472997,0.005602907,0.05823012,0.007450127,0.1122192],"study_design_scores_gemma":[0.00001104193,0.00008383761,0.01627714,0.0007999067,0.00001865455,0.001009364,0.8882405,0.0002232489,0.0006078183,0.005644411,0.08706025,0.00002380994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477798,0.001713179,0.001492018,0.004546686,0.0002583172,0.0001212266,0.00004792585,0.00001842085,0.04402236],"genre_scores_gemma":[0.9950441,0.0009703978,0.0005845471,0.0003776471,0.00001622618,0.00004628911,0.00001456543,0.000007890697,0.002938261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008080797,"threshold_uncertainty_score":0.01539719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}