{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"d9aa79732dd4","filters":{"venue":"SOCIOПРОСТІР"}},"results":[{"id":"W3128598508","doi":"10.26565/2218-2470-2020-10-07","title":"INTERNATIONAL EXPERIENCE OF SOCIAL WORK IN THE HEALTHCARE SYSTEM","year":2020,"lang":"en","type":"article","venue":"SOCIOПРОСТІР","topic":"Education and Social Development in Ukraine","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":"","keywords":"Health care; Politics; Population; Public health; Work (physics); Public relations; Political science; Social change; Economic growth; Medicine; Nursing; Environmental health; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08216708558275967,"gpt":0.3971105508849985,"spread":0.3149434653022388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007033585,0.0005528213,0.0004127002,0.002065539,0.01640088,0.01201118,0.0008626821,0.002035753,0.009105498],"category_scores_gemma":[0.005494069,0.0002660268,0.0003763644,0.003382512,0.02221667,0.005306816,0.01444146,0.004854542,0.001051957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006462889,"about_ca_system_score_gemma":0.006327746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007627397,"about_ca_topic_score_gemma":0.006955613,"domain_scores_codex":[0.9864998,0.009491802,0.000398121,0.0004334811,0.000817753,0.002359072],"domain_scores_gemma":[0.9941466,0.002092751,0.0006639862,0.0002725753,0.0004793712,0.002344721],"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":[0.00004432025,0.0001284258,0.005455746,0.0001890693,0.00002525494,0.0008626858,0.8127292,0.0001388247,0.000344664,0.1352811,0.01584072,0.02895995],"study_design_scores_gemma":[0.00001052341,0.0001621616,0.006441119,0.0005694864,0.00001172039,0.0006453407,0.5132613,0.00008415938,0.000126611,0.006912095,0.4717447,0.00003074917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3374593,0.04212485,0.001288703,0.09041398,0.003916962,0.00006126993,0.00009629576,0.00007504357,0.5245636],"genre_scores_gemma":[0.9672719,0.01168443,0.0002285918,0.004578062,0.0009110274,0.00004712654,0.00002859817,0.00005011564,0.01520026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01640088,"threshold_uncertainty_score":0.04689175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389799665","doi":"10.26565/2218-2470-2022-12-05","title":"Social services needs of students-IDP of institutions of higher education in Kharkiv in the conditions of the Russian-Ukrainian war","year":2022,"lang":"en","type":"article","venue":"SOCIOПРОСТІР","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","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":"Ukrainian; Political science; Scale (ratio); Higher education; Quarter (Canadian coin); Economic growth; Psychology; Law; Geography; Economics","authors":[{"name":"Viktoriia Sychova","is_ca":false},{"name":"Sofiia Levchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03838164024101534,"gpt":0.3182641175617443,"spread":0.2798824773207289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005153996,0.000235996,0.000284217,0.0007206389,0.001826934,0.001061443,0.0003489507,0.0006835466,0.00254435],"category_scores_gemma":[0.001680091,0.0002520476,0.0002559405,0.0008273965,0.0007528081,0.0006336932,0.001538075,0.0008530262,0.0003519459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602301,"about_ca_system_score_gemma":0.002263468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883565,"about_ca_topic_score_gemma":0.04214988,"domain_scores_codex":[0.9993412,0.0001295557,0.00005647348,0.00003755568,0.00007753575,0.0003576693],"domain_scores_gemma":[0.998982,0.0001362587,0.000263754,0.00001928903,0.0001306448,0.0004680221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009208279,0.0002615416,0.9472113,0.0001377469,0.00001670296,0.001164761,0.03752765,0.0001014747,0.001133804,0.0001495532,0.0004838693,0.01171952],"study_design_scores_gemma":[0.000005772921,0.0003975623,0.8361019,0.00005492715,0.00000982659,0.00055916,0.1604439,0.00009759231,0.0002079828,0.00004439796,0.00206479,0.000012213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995697,0.0000531925,0.000006651571,0.00009215204,0.000002516164,0.000009052305,0.00003282421,6.566342e-7,0.0002332689],"genre_scores_gemma":[0.9994327,0.0001346364,0.00002472863,0.00006347324,0.000003743219,0.00001485311,0.00004428683,5.613868e-7,0.0002810548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883565,"threshold_uncertainty_score":0.03745198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128290096","doi":"10.26565/2218-2470-2020-10-05","title":"ALCOHOL CONSUMPTION IN ADOLESCENCE","year":2020,"lang":"en","type":"article","venue":"SOCIOПРОСТІР","topic":"Education and Social Development in Ukraine","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; Addiction; Ukrainian; Morality; Quarter (Canadian coin); Alcohol consumption; Consumption (sociology); Social psychology; Criminal behavior; Developmental psychology; Alcohol; Psychiatry; Sociology; Political science; Social science; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1243892733713441,"gpt":0.3906960316541008,"spread":0.2663067582827566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661021,0.00009269571,0.0002224238,0.001031694,0.0006878006,0.0006966916,0.0001291613,0.0003131489,0.001541117],"category_scores_gemma":[0.0008280456,0.0001267463,0.0002166936,0.001160103,0.0002099792,0.0005661791,0.0005484591,0.0005342955,0.0002061107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004676315,"about_ca_system_score_gemma":0.0004418578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008023865,"about_ca_topic_score_gemma":0.01212839,"domain_scores_codex":[0.9998013,0.00006073523,0.00002088399,0.00002848151,0.00003938564,0.00004932519],"domain_scores_gemma":[0.9996276,0.00005678923,0.0001216574,0.00001157504,0.00006495028,0.0001174317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003853802,0.0001214022,0.9662863,0.00007941543,0.0000181495,0.0004096872,0.004094801,0.00003698775,0.0003768867,0.001122627,0.0005957304,0.02681943],"study_design_scores_gemma":[5.592458e-7,0.00003814249,0.9900575,0.00006543673,0.000008733889,0.0007933212,0.003308597,0.00004043985,0.00006593757,0.0001667571,0.005450368,0.000004211568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740555,0.01050821,0.0001453387,0.0007013121,0.00008473747,0.00004233002,0.0004096148,0.000006895749,0.01404603],"genre_scores_gemma":[0.9892728,0.008402373,0.0001522877,0.00008964889,0.00004709958,0.00002027989,0.0002175121,0.000003660318,0.00179429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008023865,"threshold_uncertainty_score":0.01595432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}