{"meta":{"query_hash":"75f7f75e5a72","filters":{"venue":"Applied Psychology Research"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/75f7f75e5a72","api":"https://metacan.xera.ac/api/v1/cohort?venue=Applied+Psychology+Research"},"results":[{"id":"W4395099721","doi":"10.59400/apr.v2i1.1138","title":"Loneliness and life’s stages: A commentary","year":2023,"lang":"en","type":"article","venue":"Applied Psychology Research","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Loneliness; Psychology; Psychoanalysis; Psychotherapist","score_opus":0.11782626275380036,"score_gpt":0.4799946044395046,"score_spread":0.3621683416857042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395099721","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002919563,0.033222795,0.00006962455,0.8675401,0.097634956,0.000009034105,0.000029019564,0.00000874352,0.0011937723],"genre_scores_gemma":[0.011407632,0.024476761,0.00013310487,0.83997697,0.12107023,0.000061772786,0.00001964293,0.00003372065,0.0028202431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900997,0.005570075,0.0007339717,0.0010387268,0.0015622235,0.0009952789],"domain_scores_gemma":[0.95313233,0.035102118,0.0016053075,0.0005398247,0.006516182,0.0031042318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009529684,0.0014625682,0.0021949606,0.0015727661,0.009061659,0.0056281164,0.0057953848,0.03514475,0.00394167],"category_scores_gemma":[0.0442749,0.0006981296,0.0019109806,0.0016790727,0.01838636,0.011791526,0.0048202197,0.05310623,0.001445245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004512431,0.000009915919,0.000108056265,0.0006908953,0.00001941937,0.00064030685,0.006085381,0.000031975476,0.0000740068,0.009147387,0.9760276,0.007119812],"study_design_scores_gemma":[0.00003397132,0.00004804931,0.0006411119,0.0051010298,0.000044680866,0.001222507,0.013156663,0.00008984699,0.00011102655,0.009000259,0.97046655,0.00008416158],"about_ca_topic_score_codex":0.037210897,"about_ca_topic_score_gemma":0.05109137,"teacher_disagreement_score":0.037210897,"about_ca_system_score_codex":0.01332382,"about_ca_system_score_gemma":0.016420705,"threshold_uncertainty_score":0.09667152},"labels":[],"label_agreement":null},{"id":"W4406646537","doi":"10.59400/apr1442","title":"Prevalence of working adult Attention-Deficit/Hyperactivity Disorder impairment during the COVID-19 pandemic: Implications for the future","year":2025,"lang":"en","type":"article","venue":"Applied Psychology Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Attention deficit hyperactivity disorder; Psychiatry; Medicine; Psychology; Virology; Disease; Outbreak","score_opus":0.15813694946353846,"score_gpt":0.5212409413494191,"score_spread":0.36310399188588066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406646537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947155,0.00093519693,0.0001822978,0.002168912,0.000032752527,0.000012649703,0.00052335917,0.0000054983,0.0014237412],"genre_scores_gemma":[0.99906677,0.00034875207,0.00013656844,0.00014208986,0.000027360278,0.000008131107,0.00015504747,0.0000011332368,0.00011407511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995066,0.00016160386,0.000041956868,0.00008080097,0.00008677976,0.00012228703],"domain_scores_gemma":[0.9972223,0.00055861817,0.0013482183,0.00009056392,0.0003384543,0.0004419025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015247305,0.00021135893,0.00016275427,0.0009767788,0.0006120128,0.000729825,0.0005197203,0.00040532893,0.0013651528],"category_scores_gemma":[0.0037082215,0.00015482477,0.00030500328,0.0007778224,0.0004445859,0.0009968238,0.00065317564,0.0008559974,0.00010687411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010000813,0.000015848844,0.99718684,0.000008938685,0.000010656447,0.00003110294,0.00019804586,0.000028957444,0.00004465329,0.000028671575,0.00013719127,0.0022991397],"study_design_scores_gemma":[3.3841349e-7,0.000016126656,0.99891245,0.000012336208,0.0000041484905,0.000039931063,0.00077672716,0.00006671874,0.000018282051,0.00002236655,0.00012893027,0.0000016323994],"about_ca_topic_score_codex":0.048586227,"about_ca_topic_score_gemma":0.08631294,"teacher_disagreement_score":0.048586227,"about_ca_system_score_codex":0.00080596184,"about_ca_system_score_gemma":0.0009524612,"threshold_uncertainty_score":0.09660685},"labels":[],"label_agreement":null},{"id":"W4408176290","doi":"10.59400/apr2580","title":"Nouns as essential migration signifiers for improving migrant mental health through social services supporting problem-focused or emotion-focused coping","year":2025,"lang":"en","type":"article","venue":"Applied Psychology Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Coping (psychology); Psychology; Noun; Linguistics; Sociology; Computer science; Psychiatry; Natural language processing","score_opus":0.06328405537005413,"score_gpt":0.46619080603268603,"score_spread":0.40290675066263193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408176290","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06499148,0.8181813,0.004620485,0.04551883,0.002608573,0.0007039497,0.0028562201,0.0001033352,0.06041589],"genre_scores_gemma":[0.30743065,0.65097934,0.015845677,0.013715072,0.00052163407,0.0010259445,0.0017701888,0.000111121,0.008600424],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9958644,0.0026265366,0.0007532477,0.00016105414,0.00048127808,0.00011347589],"domain_scores_gemma":[0.9917379,0.0062824097,0.0011993272,0.00013345365,0.0005139254,0.00013296226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004022201,0.0005240868,0.00060697057,0.004654918,0.0013928993,0.0034415626,0.00070615415,0.0013781282,0.007121364],"category_scores_gemma":[0.0148160355,0.00024092822,0.001054887,0.005925025,0.0025524744,0.0047145146,0.0021902202,0.0012028958,0.00077594945],"study_design_candidate":"qualitative","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":[0.00039494512,0.00007398692,0.009272905,0.32597455,0.0007374161,0.0025915937,0.15479466,0.0001270082,0.003355976,0.091047294,0.07647628,0.33515337],"study_design_scores_gemma":[0.000058490146,0.00008557282,0.0141079435,0.23885134,0.0010147415,0.0016196807,0.12638572,0.00008710801,0.0006780697,0.009551656,0.6074971,0.00006259662],"about_ca_topic_score_codex":0.0040005404,"about_ca_topic_score_gemma":0.017792027,"teacher_disagreement_score":0.007121364,"about_ca_system_score_codex":0.0018620719,"about_ca_system_score_gemma":0.0049030203,"threshold_uncertainty_score":0.02382332},"labels":[],"label_agreement":null}]}