{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"57cfc5bc484a","filters":{"venue":"INSPIRA Indonesian Journal of Psychological Research"}},"results":[{"id":"W4283577659","doi":"10.32505/inspira.v3i1.4309","title":"The role of religiosity and self-efficacy towards a quarter-life crisis in Muslim college students","year":2022,"lang":"en","type":"article","venue":"INSPIRA Indonesian Journal of Psychological Research","topic":"Student Stress and Coping","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Religiosity; Quarter (Canadian coin); Psychology; Self-efficacy; Social psychology; Clinical psychology","authors":[{"name":"Hanifa Ihsani","is_ca":false},{"name":"Sabrina Etika Utami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08265899116408654,"gpt":0.4547538681821835,"spread":0.372094877018097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009469679,0.0001624369,0.0002099071,0.0005031691,0.0005288117,0.0009869477,0.0002102615,0.0003632949,0.002208925],"category_scores_gemma":[0.003499073,0.0001525174,0.0002934534,0.0002401698,0.0006050795,0.0002611537,0.0005555289,0.0009535585,0.0001649943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443355,"about_ca_system_score_gemma":0.000426057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190427,"about_ca_topic_score_gemma":0.0033334,"domain_scores_codex":[0.9996341,0.0001447562,0.00003194675,0.00002410715,0.00008930145,0.00007577911],"domain_scores_gemma":[0.9964127,0.0007428184,0.001195544,0.0001781008,0.0002657118,0.001205203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007033037,0.0003856807,0.9904412,0.00001713411,0.00004120811,0.00011635,0.003198337,0.00003977841,0.000459306,0.0001022815,0.00008504434,0.005043292],"study_design_scores_gemma":[0.000002908019,0.000140923,0.9934609,0.00002053131,0.00001367897,0.0001273548,0.005678067,0.0001719854,0.00008375533,0.00007492015,0.0002189499,0.000006002601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996399,0.00003925786,0.00001172359,0.00005175987,0.000002027681,0.000002437487,0.000005369166,5.170936e-7,0.0002470176],"genre_scores_gemma":[0.9998446,0.00003476637,0.00001357301,0.00001162679,0.000001356558,0.00000123062,0.000007520849,2.216313e-7,0.00008516416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208925,"threshold_uncertainty_score":0.007389545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390340274","doi":"10.32505/inspira.v4i2.6977","title":"Coping with quarter-life crisis: An analysis of the role of social support and coping stress on senior university students","year":2023,"lang":"en","type":"article","venue":"INSPIRA Indonesian Journal of Psychological Research","topic":"Mental Health and Well-being","field":"Social Sciences","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":"Universitas Muhammadiyah Purwokerto","keywords":"Coping (psychology); Quarter (Canadian coin); Social support; Psychology; Clinical psychology; Social psychology","authors":[{"name":"Dewi Ratnasari","is_ca":false},{"name":"Gisella Arnis Grafiyana","is_ca":false},{"name":"Nur’aeni Nur’aeni","is_ca":false},{"name":"Fatin Rohmah Nur Wahidah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09359751689673508,"gpt":0.4671223469592891,"spread":0.373524830062554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137753,0.0003088582,0.0003685977,0.0012276,0.0006908884,0.000939982,0.0003418564,0.0004816899,0.002103827],"category_scores_gemma":[0.003664515,0.0001473479,0.0006722292,0.0008887685,0.000453119,0.000482942,0.0009732419,0.0006617823,0.0001950739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026193,"about_ca_system_score_gemma":0.0007872772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090804,"about_ca_topic_score_gemma":0.003617347,"domain_scores_codex":[0.9993943,0.0002541516,0.00005680155,0.0000381632,0.0001177239,0.0001388339],"domain_scores_gemma":[0.9972358,0.000769078,0.0007705581,0.00006914128,0.0002492313,0.0009061858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058545,0.0004169203,0.9803314,0.00005889797,0.00007095324,0.000211738,0.006073469,0.00005121705,0.0002320485,0.00008318725,0.0002186431,0.01214564],"study_design_scores_gemma":[0.000004233506,0.0002211249,0.9854023,0.00002804868,0.00002251485,0.00009664136,0.01365188,0.0001635501,0.00004359035,0.00004538908,0.0003141799,0.000006367974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995598,0.00008371417,0.00001799146,0.00008483969,0.000003831291,0.000004883775,0.00001795939,6.00543e-7,0.0002262549],"genre_scores_gemma":[0.9997236,0.0001033251,0.0000231362,0.00001796334,0.000005277945,0.000007710679,0.00002841242,4.050002e-7,0.00009015398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002103827,"threshold_uncertainty_score":0.007038057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390340272","doi":"10.32505/inspira.v4i2.6894","title":"The role of life meaningfulness on the quarter-life crisis of university students in Indonesia’s new capital","year":2023,"lang":"en","type":"article","venue":"INSPIRA Indonesian Journal of Psychological Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","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":"Quarter (Canadian coin); Meaning (existential); Nonprobability sampling; Government (linguistics); Scale (ratio); Psychology; Capital (architecture); Mental health; Economic growth; Political science; Sociology; Demography; Geography; Economics; Population; Psychiatry","authors":[{"name":"Alfiesyahrianta Habibie","is_ca":false},{"name":"Yulia Sholichatun","is_ca":false},{"name":"Iin Tri Rahayu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1047107644011554,"gpt":0.4117073773868755,"spread":0.3069966129857201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159204,0.0002201613,0.0003442965,0.0006123319,0.001251665,0.002123735,0.0003499348,0.0003897725,0.00232645],"category_scores_gemma":[0.003753755,0.0001597792,0.0003651165,0.0005336915,0.001293785,0.0007807732,0.002044427,0.001802827,0.0001756184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008830694,"about_ca_system_score_gemma":0.001212803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004349034,"about_ca_topic_score_gemma":0.01142525,"domain_scores_codex":[0.9992393,0.0003008987,0.00004654296,0.00004918073,0.0001418278,0.0002221703],"domain_scores_gemma":[0.9964725,0.0006596593,0.0009253683,0.0001111584,0.0002635786,0.001567817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001153784,0.0005717707,0.9522628,0.00005067442,0.00004649667,0.000275338,0.02984462,0.0000561663,0.0004060562,0.0004674115,0.0005269454,0.01537636],"study_design_scores_gemma":[0.000002989774,0.0001055246,0.9447448,0.00003338043,0.00001238522,0.00008310042,0.05393208,0.0001473328,0.0000950523,0.0001487995,0.0006854501,0.000009126347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991364,0.00007570462,0.00001325379,0.0001953278,0.000005865085,0.000003497216,0.00000985877,4.470514e-7,0.0005596827],"genre_scores_gemma":[0.9997813,0.00005853464,0.00001202635,0.00002189418,0.000001850138,0.000002838777,0.00001207405,4.221378e-7,0.0001090631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004349034,"threshold_uncertainty_score":0.008647442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400188351","doi":"10.32505/inspira.v5i1.8496","title":"Roles of muthmainnah personality and alexithymia in dealing with mental health problems among university students","year":2024,"lang":"en","type":"article","venue":"INSPIRA Indonesian Journal of Psychological Research","topic":"COVID-19 and Mental Health","field":"Psychology","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":"Alexithymia; Toronto Alexithymia Scale; Psychology; Personality; Feeling; Mediation; Mental health; Clinical psychology; Depression (economics); Structural equation modeling; Psychiatry; Social psychology","authors":[{"name":"Dwi Yan Nugraha","is_ca":false},{"name":"Fuad Nashori","is_ca":false},{"name":"Muwaga Musa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.167286505119406,"gpt":0.4954170849733742,"spread":0.3281305798539682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005128073,0.0001921949,0.0002069295,0.0004660418,0.0006926671,0.0007624941,0.0002179599,0.0003058894,0.001805963],"category_scores_gemma":[0.002384466,0.0001632913,0.0003236971,0.0003141458,0.000348482,0.0002670687,0.000623222,0.0007420484,0.0001244085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696591,"about_ca_system_score_gemma":0.000514338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320352,"about_ca_topic_score_gemma":0.004793684,"domain_scores_codex":[0.9995315,0.000163633,0.00004162988,0.00003732372,0.0001164661,0.0001095153],"domain_scores_gemma":[0.9985523,0.0002451202,0.0006398536,0.00005328268,0.00009922298,0.0004102343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002777532,0.0001580224,0.9925718,0.00001669982,0.00002824944,0.0001551674,0.001320144,0.00001242143,0.0002251906,0.00003448663,0.00005029316,0.005399715],"study_design_scores_gemma":[0.000002283653,0.00007750587,0.9969202,0.00001308156,0.0000141358,0.0002314887,0.00245017,0.00006883319,0.00004551762,0.00004034349,0.0001330942,0.000003384784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994567,0.00008743517,0.00001695364,0.00006219761,0.000003394516,0.00000351213,0.000006273026,6.750591e-7,0.0003629446],"genre_scores_gemma":[0.9997169,0.00007629795,0.00003419422,0.00001929494,0.00000319637,0.000002352959,0.000008896885,2.669278e-7,0.000138438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320352,"threshold_uncertainty_score":0.006041527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390483612","doi":"10.32505/inspira.v4i2.6901","title":"The mediating role of coping between Alexithymia and mental health problems among women with PCOS","year":2023,"lang":"en","type":"article","venue":"INSPIRA Indonesian Journal of Psychological Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","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":"Alexithymia; Psychology; Mental health; Anxiety; Clinical psychology; Toronto Alexithymia Scale; Coping (psychology); Mediation; Affect (linguistics); Psychiatry","authors":[{"name":"Rimsha Khan","is_ca":false},{"name":"Syeda Razia Bukhari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0846277401982397,"gpt":0.410355381495415,"spread":0.3257276412971752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004193398,0.0002249689,0.0002080941,0.0003231058,0.0004526394,0.0005421431,0.0002339332,0.0002348663,0.002969363],"category_scores_gemma":[0.002733035,0.0001985557,0.0003829178,0.0003399668,0.0002587558,0.0001472563,0.0005385636,0.0004547513,0.00008422471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798543,"about_ca_system_score_gemma":0.0005728978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007334184,"about_ca_topic_score_gemma":0.01209684,"domain_scores_codex":[0.9997132,0.0001351905,0.00001981994,0.00002589597,0.00003691372,0.00006893827],"domain_scores_gemma":[0.999122,0.0003574921,0.0002907143,0.00003731794,0.00004170898,0.0001507976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007649037,0.0001078615,0.9894798,0.0000294726,0.0001008172,0.0002146114,0.0007042247,0.00004300992,0.0002461667,0.00008483833,0.0001362907,0.008776509],"study_design_scores_gemma":[0.00001111728,0.0000806999,0.9980946,0.00003101544,0.00005209951,0.0002023648,0.001091765,0.0001471429,0.00002809582,0.00007069421,0.0001871838,0.00000331221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984994,0.0003429936,0.00003027656,0.0002849917,0.000007147009,0.00001504065,0.00004713941,0.000001803846,0.0007713228],"genre_scores_gemma":[0.9995428,0.0001914693,0.00004699533,0.0000380192,0.000004570384,0.000009664916,0.00002824442,3.433828e-7,0.0001379736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007334184,"threshold_uncertainty_score":0.01458299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}