{"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":"f17be501b2d7","filters":{"venue":"IOSR Journal of Humanities and Social Science"}},"results":[{"id":"W2330965219","doi":"10.9790/0837-19323034","title":"Environmental Awareness Among Secondary School Students Of Golaghat District In The State Of Assam And Their Attitude Towards Environmental Education","year":2014,"lang":"en","type":"article","venue":"IOSR Journal of Humanities and Social Science","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canarie","funders":"","keywords":"Environmental education; Psychology; Scale (ratio); Positive attitude; Test (biology); Descriptive statistics; Significant difference; Positive correlation; Sample (material); Socioeconomics; Geography; Mathematics education; Medical education; Social psychology; Pedagogy; Sociology; Mathematics; Medicine; Statistics; Ecology; Physics; Cartography","authors":[{"name":"Kumud Ghosh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00821187087858206,"gpt":0.2523222836147238,"spread":0.2441104127361417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623826,0.0001652205,0.0002116875,0.0006144514,0.0006941599,0.0006873014,0.000152815,0.0003983655,0.00225345],"category_scores_gemma":[0.0006637884,0.0001671033,0.0001807072,0.0005361243,0.0003853218,0.0002553867,0.0003679717,0.0004160824,0.0002280585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767934,"about_ca_system_score_gemma":0.000593473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007404146,"about_ca_topic_score_gemma":0.01687516,"domain_scores_codex":[0.9997986,0.00003574614,0.00001319434,0.00002059269,0.000060405,0.00007142586],"domain_scores_gemma":[0.999567,0.00007785502,0.0001523753,0.00001382881,0.0000664035,0.0001225514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002054248,0.0002767158,0.9897898,0.00003953142,0.00001266493,0.0002981009,0.003698332,0.00002305388,0.0007782136,0.00006982293,0.0001507681,0.004842399],"study_design_scores_gemma":[0.000002197949,0.0001743621,0.9928265,0.00001755085,0.000008379828,0.0002083642,0.006082112,0.000042215,0.0001050305,0.00003301504,0.0004966726,0.000003675884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995944,0.00004505369,0.000005508989,0.00004815092,0.000001857612,0.000003056198,0.00001423202,5.769751e-7,0.0002870485],"genre_scores_gemma":[0.9995375,0.00008275588,0.00001538059,0.00002861473,0.000002848495,0.000003227804,0.00002618628,2.294883e-7,0.0003032577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007404146,"threshold_uncertainty_score":0.01472211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330823794","doi":"10.9790/0837-1932102112","title":"Influence of Work Life Balance Policies on Employee Job Satisfaction In Kenya’s Banking Sector; A Case of Commercial Banks in Nairobi Central Business District","year":2014,"lang":"en","type":"article","venue":"IOSR Journal of Humanities and Social Science","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Paul University","funders":"","keywords":"Job satisfaction; Business; Work–life balance; Balance (ability); Work (physics); Commercial bank; Business administration; Central business district; Management; Finance; Economics; Psychology; Engineering","authors":[{"name":"Jane Nyambura Mukururi","is_ca":true},{"name":"James Mark Karimi Ngari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01894416436902755,"gpt":0.2415232239140586,"spread":0.2225790595450311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004880541,0.0001395096,0.0001926385,0.0006183933,0.002865943,0.001206301,0.0003092062,0.0005379925,0.002497447],"category_scores_gemma":[0.0008334261,0.0001785416,0.0001607443,0.0008258204,0.0009474389,0.0004000432,0.0007519084,0.0004867066,0.0001579135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035625,"about_ca_system_score_gemma":0.002122964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0433602,"about_ca_topic_score_gemma":0.1192735,"domain_scores_codex":[0.9994397,0.0002164758,0.00002627364,0.00003652283,0.00006260748,0.0002184124],"domain_scores_gemma":[0.9993414,0.000184763,0.0001932083,0.00001326693,0.0000675387,0.0001997654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116228,0.0003785947,0.9434068,0.0001134279,0.00003052071,0.008004485,0.0316588,0.0003275149,0.001187532,0.001145217,0.0007294953,0.0129059],"study_design_scores_gemma":[0.000005413197,0.000101738,0.8863222,0.0000746057,0.00002005832,0.0008654858,0.1105115,0.0003734232,0.0001584451,0.0001133495,0.001443105,0.00001077349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988455,0.0000797155,0.00001129424,0.0001573669,0.000001466441,0.000003564848,0.00001027511,3.131379e-7,0.0008905018],"genre_scores_gemma":[0.9996172,0.0000937389,0.00001425201,0.0000239368,0.000001575903,0.000002208977,0.000007662125,2.265496e-7,0.0002392155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0433602,"threshold_uncertainty_score":0.08621562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313116715","doi":"10.9790/0837-19110103","title":"Study of Gujarati Diaspora with Special Reference To England and Canada","year":2013,"lang":"en","type":"article","venue":"IOSR Journal of Humanities and 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":"Gujarati; Diaspora; History; Sociology; Gender studies; Linguistics; Philosophy","authors":[{"name":"Virendra Prakash Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0297423983421515,"gpt":0.2650343633856431,"spread":0.2352919650434916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003085404,0.0002594591,0.0004364365,0.001949187,0.007071448,0.001453385,0.0006735101,0.000305261,0.004147355],"category_scores_gemma":[0.0008105641,0.0002302383,0.0002254497,0.003770202,0.0008826029,0.000376938,0.001231479,0.0004947845,0.0003034249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012769,"about_ca_system_score_gemma":0.01651855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585837,"about_ca_topic_score_gemma":0.9869546,"domain_scores_codex":[0.9995333,0.00004755211,0.00002290254,0.00004489341,0.00007916389,0.0002723072],"domain_scores_gemma":[0.9993899,0.00005657472,0.00007251651,0.00002480717,0.0002410833,0.0002150313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002970408,0.0005611382,0.6073497,0.000921823,0.00007450932,0.0117914,0.2943615,0.0001350303,0.006309116,0.008927754,0.01085254,0.05841858],"study_design_scores_gemma":[0.00001060623,0.00008981655,0.7180153,0.0001981625,0.00002246701,0.001041095,0.2434743,0.00005662298,0.0002613179,0.00009831837,0.03670625,0.00002580591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864193,0.001694639,0.0000577494,0.0004438968,0.00002809632,0.0001297827,0.0005990222,0.000004496188,0.01062314],"genre_scores_gemma":[0.980606,0.004226305,0.0003391743,0.0007242249,0.00001698299,0.0001359643,0.0006797062,0.00001034853,0.01326127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04141629,"threshold_uncertainty_score":0.08332032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524071991","doi":"10.9790/0837-2109095054","title":"Off the Bench: A Qualitative Investigation into the Experiences of Helpers Working with Edmonton’s Street-Involved Youth Population","year":2016,"lang":"en","type":"article","venue":"IOSR Journal of Humanities and Social Science","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"MacEwan University","funders":"","keywords":"Qualitative research; Population; Psychology; Sociology; Demography; Social science","authors":[{"name":"Kailee Forchuk","is_ca":true},{"name":"Bethany Warkentin","is_ca":true},{"name":"Kim Marshall","is_ca":true},{"name":"Madison Paonessa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1596330921612528,"gpt":0.3991102242959683,"spread":0.2394771321347155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006835991,0.0005315036,0.0006844439,0.00117893,0.01127986,0.002955713,0.002174,0.001531027,0.002962126],"category_scores_gemma":[0.007187442,0.0005959736,0.0003659399,0.0007905923,0.009703137,0.002334008,0.006315974,0.002359423,0.0002358271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004364456,"about_ca_system_score_gemma":0.005167778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01985322,"about_ca_topic_score_gemma":0.05228748,"domain_scores_codex":[0.9959173,0.002748597,0.00007659577,0.0001609581,0.0002147149,0.0008817998],"domain_scores_gemma":[0.993291,0.004351235,0.0004354811,0.0001892832,0.0004219353,0.00131106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001394569,0.00002939704,0.001536592,0.00003833782,0.000001356401,0.0006999347,0.995383,0.00000922985,0.0003323063,0.0002917045,0.000223937,0.001440355],"study_design_scores_gemma":[0.00000146682,0.00002948023,0.0008209902,0.00005374453,0.00000136617,0.000118725,0.9964147,0.00001341061,0.00009771066,0.0000426614,0.00240288,0.000002961287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953514,0.0002676665,0.0006312536,0.001054347,0.00004407957,0.0000964871,0.00004936913,0.000009678897,0.002495793],"genre_scores_gemma":[0.9944211,0.0004201035,0.0007317464,0.0005616354,0.00002129282,0.0001313124,0.0000359344,0.0000174477,0.003659352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9801468,"threshold_uncertainty_score":0.03947532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}