{"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":"c3855d151856","filters":{"venue":"Revista de Trabajo Social"}},"results":[{"id":"W1239641430","doi":"10.7764/rts.85.53-67","title":"Consecuencias de los desastres naturales en la vida de las personas: síntesis de la literatura y orientaciones para la intervención psicosocial","year":2013,"lang":"es","type":"article","venue":"Revista de Trabajo Social","topic":"Resilience and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Humanities; Persona; Political science; Art","authors":[{"name":"Óscar Labra","is_ca":true},{"name":"Danielle Maltais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01471698696630051,"gpt":0.3848627343797982,"spread":0.3701457474134977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001720154,0.000589491,0.000770109,0.0001827832,0.000623338,0.00103338,0.0006373252,0.001126647,0.0008420049],"category_scores_gemma":[0.0004097535,0.0005948799,0.0006277128,0.000406739,0.0009984262,0.0003612262,0.00009638666,0.001375282,0.0002100131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257454,"about_ca_system_score_gemma":0.001216656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486804,"about_ca_topic_score_gemma":0.00006233766,"domain_scores_codex":[0.9915372,0.005201743,0.0007205461,0.0006842021,0.0003942345,0.00146209],"domain_scores_gemma":[0.9967254,0.001993977,0.0003828062,0.000284767,0.0001255539,0.0004874392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001150848,0.002674565,0.2325954,0.004009018,0.0009896767,0.001320939,0.2348773,0.00000187598,0.01551422,0.2340811,0.0539216,0.2188634],"study_design_scores_gemma":[0.004543319,0.0008703189,0.7847524,0.003671805,0.0007892404,0.001893637,0.05193858,0.0001371732,0.001809639,0.005263251,0.1423204,0.002010203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811718,0.0079663,0.0001260244,0.001646654,0.0002337597,0.0007049785,0.0003032352,0.0001304039,0.007716807],"genre_scores_gemma":[0.9935207,0.001386636,0.0006967286,0.001289987,0.001516069,0.0002146916,0.00005482788,0.00009269734,0.00122769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552157,"threshold_uncertainty_score":0.9996502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117683978","doi":"10.7764/rts.103.308-322","title":"Vivir y estudiar en una región remota de Quebec: los obstáculos a los que se enfrentan los estudiantes internacionales","year":2025,"lang":"","type":"article","venue":"Revista de Trabajo Social","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Context (archaeology); Social relationship; Social impact","authors":[{"name":"C. Sibaja Castro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02235786861985176,"gpt":0.3545222716797011,"spread":0.3321644030598493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002545352,0.0009586704,0.001328734,0.0003967214,0.002172747,0.001067055,0.002065979,0.0009089054,0.0008097826],"category_scores_gemma":[0.001186836,0.001043101,0.001262996,0.00106302,0.001139575,0.0005529289,0.0005425466,0.001270589,0.0001612766],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004926051,"about_ca_system_score_gemma":0.002502989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01945683,"about_ca_topic_score_gemma":0.05815026,"domain_scores_codex":[0.9920282,0.002063665,0.001423061,0.001270453,0.001539603,0.001674982],"domain_scores_gemma":[0.9964828,0.001430539,0.0007323592,0.0004239214,0.0005325071,0.0003978832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004753831,0.00179339,0.01546087,0.001194871,0.002670389,0.000389474,0.1950882,0.00001041555,0.0007218676,0.730562,0.03707084,0.01456231],"study_design_scores_gemma":[0.007540163,0.0004858867,0.04495094,0.009011533,0.002695418,0.00004272607,0.3309513,0.0004605296,0.0007694456,0.02844377,0.5703116,0.004336691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934725,0.02515849,0.000769223,0.02861162,0.002007614,0.0021766,0.000591995,0.000317957,0.04689403],"genre_scores_gemma":[0.9634152,0.01303428,0.0001360495,0.0007550677,0.004742428,0.00009168257,0.0000608219,0.00008873047,0.01767571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7021182,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117658468","doi":"10.7764/rts.103.246-259","title":"Entre pantallas y silencios: la comunicación no verbal y los procesos relacionales en la intervención de grupo virtual en Trabajo Social","year":2025,"lang":"","type":"article","venue":"Revista de Trabajo Social","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":true},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Context (archaeology); Perception; Social vulnerability; Qualitative research; Social relationship","authors":[{"name":"C. Sibaja Castro","is_ca":true},{"name":"Séphane Grenier","is_ca":true},{"name":"Óscar Labra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01512425255245864,"gpt":0.3514302427984621,"spread":0.3363059902460035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007079146,0.0009068027,0.001305437,0.0002773335,0.004801201,0.001308008,0.001922916,0.002099402,0.006062217],"category_scores_gemma":[0.004602083,0.001099129,0.001368609,0.002335247,0.002084127,0.0008661982,0.0003369067,0.002810121,0.0007695556],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125171,"about_ca_system_score_gemma":0.008589463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004983454,"about_ca_topic_score_gemma":0.0004030976,"domain_scores_codex":[0.9821837,0.01208428,0.001527231,0.001136483,0.00139571,0.001672631],"domain_scores_gemma":[0.990185,0.00741795,0.000953542,0.000363774,0.0005519573,0.0005277715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005797306,0.001844618,0.002055447,0.0005759963,0.0007877498,0.00006580792,0.2470735,0.00000169562,0.0001831801,0.6327447,0.08724906,0.0268385],"study_design_scores_gemma":[0.00182304,0.000160244,0.009358164,0.0004691308,0.0009961075,0.00001917987,0.1662381,0.00004422165,0.00003161204,0.003634441,0.8161754,0.001050377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3714619,0.004523338,0.0005910554,0.08780579,0.002722182,0.002780635,0.0006376834,0.0006808875,0.5287965],"genre_scores_gemma":[0.964043,0.002128191,0.0002314461,0.001685307,0.004391779,0.0001817731,0.000084035,0.0001055816,0.02714895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7289263,"threshold_uncertainty_score":0.9997287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117689056","doi":"10.7764/rts.103.273-290","title":"Factores protectores para la salud mental en pueblos indígenas de Canadá: Una revisión de alcance","year":2025,"lang":"","type":"article","venue":"Revista de Trabajo Social","topic":"Indigenous Health and Education","field":"Health Professions","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 Abitibi-Témiscamingue","funders":"","keywords":"Mental health; Persona; Older people; Ethnography","authors":[{"name":"Viviana Blanco Castro","is_ca":true},{"name":"Óscar Labra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04302825966191848,"gpt":0.4475154473289907,"spread":0.4044871876670723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004493197,0.0006881772,0.001064111,0.0003349358,0.005603871,0.0002270524,0.0007462577,0.001530543,0.0007463664],"category_scores_gemma":[0.001062344,0.0007602875,0.0003790807,0.0009054323,0.0003431299,0.0002132135,0.0001157233,0.002865096,0.0001028669],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01092947,"about_ca_system_score_gemma":0.04725622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05103656,"about_ca_topic_score_gemma":0.007834105,"domain_scores_codex":[0.9878972,0.005861963,0.00159865,0.0008253335,0.0005617421,0.003255181],"domain_scores_gemma":[0.9964023,0.001106062,0.0007775201,0.0005282426,0.0002803382,0.0009054997],"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":[0.001392518,0.001438504,0.223201,0.03642097,0.000847436,0.0001095778,0.4698733,0.000007493593,0.002548144,0.04889939,0.1531474,0.06211429],"study_design_scores_gemma":[0.002560747,0.0002781134,0.3728365,0.007155422,0.0005383925,0.0000263094,0.02245062,0.0001725486,0.0006547929,0.002080659,0.5899531,0.001292816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571349,0.009105224,0.0006797217,0.0170048,0.001382682,0.006723057,0.0006622226,0.000199113,0.007108269],"genre_scores_gemma":[0.9819686,0.004155618,0.0005036511,0.004920734,0.003819426,0.0008487324,0.0001419327,0.0001192969,0.003522013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4474227,"threshold_uncertainty_score":0.9997657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}