{"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":"e41a558edd7d","filters":{"venue":"IFE PsychologIA"}},"results":[{"id":"W3136654821","doi":"","title":"Alexithymia, Depression and Post-Traumatic Stress Disorder (PTSD) as Predictors of Cynicism among Internally Displaced Persons (IDPS) in Benue State, Nigeria","year":2020,"lang":"en","type":"article","venue":"IFE PsychologIA","topic":"Health and Well-being Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cynicism; Alexithymia; Psychology; Clinical psychology; Depression (economics); Psychiatry; Traumatic stress; Politics; Political science","authors":[{"name":"Olukayode Ayooluwa Afolabi","is_ca":false},{"name":"Uba Donald Dennis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627146688696716,"gpt":0.320463184149323,"spread":0.3041917172623558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002837799,0.0002989436,0.0005137491,0.0001473047,0.00008934799,0.00002475181,0.0003367671,0.00022061,0.000271452],"category_scores_gemma":[0.0002619797,0.0002572723,0.00008021534,0.0002662727,0.0002800983,0.0001107452,0.0001180021,0.0004933586,0.00007516811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002301365,"about_ca_system_score_gemma":0.00002936587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760699,"about_ca_topic_score_gemma":0.001578084,"domain_scores_codex":[0.9976215,0.0002888013,0.0006682563,0.0006472138,0.0002254911,0.0005487162],"domain_scores_gemma":[0.9988191,0.0002449938,0.0002792674,0.0003668078,0.00005085862,0.0002389898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005786587,0.0002703019,0.9292452,0.0001576477,0.0001042133,0.0000564753,0.06037132,0.00001671652,0.0003717382,0.00001150583,0.006932557,0.001883682],"study_design_scores_gemma":[0.001875016,0.0007101361,0.9891852,0.0003034307,0.00001680732,0.000008500545,0.007181186,0.00004260588,0.00004376065,0.00005190594,0.0003494241,0.0002320936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907435,0.001206449,0.0001261715,0.001224009,0.0007582143,0.0005889386,0.0001477138,0.00008501524,0.005119946],"genre_scores_gemma":[0.9977238,0.00005626861,0.0001053861,0.00127589,0.00008941176,0.00008668929,0.00002198462,0.00004015674,0.0006003811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05993995,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617465849","doi":"","title":"Psychiatrists’ attitude to medical use of marijuana in Nigeria","year":2017,"lang":"en","type":"article","venue":"IFE PsychologIA","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Headaches; Malaria; Cannabinoid; Traditional medicine; Psychiatry; Internal medicine; Receptor","authors":[{"name":"Babalola Emmanuel","is_ca":false},{"name":"Otu Egbeh","is_ca":false},{"name":"Oluwaranti Oluwaseun","is_ca":false},{"name":"Abayomi Olukayode","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06599252764948857,"gpt":0.4190043349001893,"spread":0.3530118072507007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006618167,0.0001348563,0.0003713491,0.0002155339,0.00007881426,0.00005392071,0.0004759963,0.0002138284,0.001370944],"category_scores_gemma":[0.001936512,0.0001092687,0.0001105296,0.0001712675,0.0002315386,0.00007646134,0.0001650802,0.0003883928,0.0001190711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004742671,"about_ca_system_score_gemma":0.0002243003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415198,"about_ca_topic_score_gemma":0.0006749874,"domain_scores_codex":[0.9981483,0.00005194261,0.0003778788,0.0003820831,0.0006581642,0.0003816831],"domain_scores_gemma":[0.9980552,0.00001666846,0.0001024336,0.001204469,0.00011613,0.0005051185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006561982,0.0004714196,0.6691459,0.00005701829,0.00002859846,0.0002031251,0.0001242685,0.000001005162,0.002335037,0.0002072225,0.3124813,0.01428888],"study_design_scores_gemma":[0.001547064,0.0003672604,0.9485711,0.0001094736,0.000006708,0.00003733965,0.00002915923,0.00001329774,0.0001740443,0.00007086384,0.0489659,0.0001077646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442656,0.00009845142,0.00004598199,0.0488897,0.000594482,0.0004037984,0.00001011669,0.00002329964,0.005668556],"genre_scores_gemma":[0.9902315,0.00008163547,0.0009010765,0.002603031,0.0002166805,0.00004237808,0.000005177394,0.0000211801,0.005897332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2794252,"threshold_uncertainty_score":0.9995419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2360341504","doi":"","title":"Mentoring up-coming social workers in Nigeria : chapter 20","year":2011,"lang":"en","type":"article","venue":"IFE PsychologIA","topic":"Social Work Education and Practice","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":"McGill University","funders":"","keywords":"Poverty; Unemployment; Social issues; Drug trafficking; Economic growth; Social work; Demographic economics; Rural area; Criminology; Socioeconomics; Sociology; Political science; Economics","authors":[{"name":"Ifeyinwa Mbakogu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1491272868433549,"gpt":0.4200201064963222,"spread":0.2708928196529673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001116489,0.00008537616,0.0001110829,0.00007179343,0.0007026264,0.00007104637,0.0002369993,0.0001462028,0.00564832],"category_scores_gemma":[0.0002230089,0.00009366666,0.00004953166,0.0004397369,0.000185766,0.000220609,0.00001961967,0.0002116197,0.00035121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008894735,"about_ca_system_score_gemma":0.00006946372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009425349,"about_ca_topic_score_gemma":0.001314335,"domain_scores_codex":[0.9988492,0.0002201647,0.0001815142,0.0002119894,0.000185742,0.0003514044],"domain_scores_gemma":[0.9995555,0.0001073422,0.0001103833,0.0001044372,0.00003555019,0.00008681703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001130686,0.0001495083,0.5056013,0.000002231321,0.0000241203,0.000007005607,0.3963312,1.536859e-7,0.0001096353,0.06327369,0.01285374,0.02153433],"study_design_scores_gemma":[0.0005587632,0.0000234682,0.3658397,0.00001257562,0.00001019417,6.703947e-7,0.1766248,5.990523e-7,0.00003806551,0.00682805,0.4497402,0.0003229752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4059848,0.00004274708,0.00004192488,0.007878685,0.003713007,0.0001451089,6.447555e-7,0.00008045155,0.5821126],"genre_scores_gemma":[0.9898152,0.00001579835,0.0005864058,0.0007737369,0.0004788233,0.00002196453,8.250902e-7,0.0000099096,0.008297281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5838304,"threshold_uncertainty_score":0.9952607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W200011111","doi":"","title":"Student Counsellors’ Perceived Causes of Divorce among Couples in Lagos Metropolis","year":2012,"lang":"en","type":"article","venue":"IFE PsychologIA","topic":"Family Dynamics and Relationships","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":"Psychology; Marital status; Test (biology); Perception; Affect (linguistics); Social psychology; Demography; Sociology","authors":[{"name":"Oluyemi Adetunji Stephens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04811227398501874,"gpt":0.3765530834521608,"spread":0.328440809467142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009524307,0.00009275506,0.0001713448,0.0001235821,0.0001660038,0.00002403111,0.0002616117,0.0001602685,0.00009931817],"category_scores_gemma":[0.0001411286,0.00007955002,0.00005645031,0.000369017,0.0005038594,0.0001580675,0.00002383042,0.0001765417,0.00003460308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008427705,"about_ca_system_score_gemma":0.0000286933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009205,"about_ca_topic_score_gemma":0.005337244,"domain_scores_codex":[0.9987236,0.0002060385,0.0002502626,0.0001514216,0.0003244768,0.0003441769],"domain_scores_gemma":[0.999347,0.0002007445,0.0001093429,0.0001789846,0.00006346032,0.0001004407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004961807,0.0002050275,0.9709355,0.000003494599,0.00001528723,0.000001280669,0.01768079,0.0000399327,0.0002610888,0.01020086,0.0005489122,0.0001028963],"study_design_scores_gemma":[0.00020313,0.00002015498,0.9794278,0.00001617127,0.0000113681,2.303088e-7,0.01886093,0.00002265594,0.000004510827,0.0003758867,0.0009562133,0.0001009332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817992,0.0005260138,0.00003637145,0.0002195103,0.0007523983,0.0001997606,0.000008596561,0.00003525233,0.0164229],"genre_scores_gemma":[0.9979281,0.0007539841,0.0001384735,0.000100446,0.0001513856,0.00001360405,0.000003957357,0.000009100969,0.000900895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612896,"threshold_uncertainty_score":0.4549038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}