{"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":"cbd0aa8916d1","filters":{"venue":"Ascendens Asia Journal of Multidisciplinary Research Conference Proceedings"}},"results":[{"id":"W2767635148","doi":"","title":"A Study on Retention Strategies and Attrition Analysis in the Business Process Outsourcing Industry and Its Impact to the Global Business Operations","year":2017,"lang":"en","type":"article","venue":"Ascendens Asia Journal of Multidisciplinary Research Conference Proceedings","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","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":"Business; Outsourcing; Marketing; Offshoring; Corporation; Attrition; Work (physics); Service (business); Finance; Engineering","authors":[{"name":"Mariel Lloren Salguero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1174809791644059,"gpt":0.4129953459116154,"spread":0.2955143667472095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00462194,0.0002221888,0.0003288068,0.0008162471,0.001528982,0.004814951,0.0008432869,0.00009913786,0.00001690924],"category_scores_gemma":[0.001081902,0.0001297598,0.00006063104,0.00181522,0.000140868,0.002101932,0.0004992417,0.0007428608,0.000006525057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000812758,"about_ca_system_score_gemma":0.0001188925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004563117,"about_ca_topic_score_gemma":0.000761373,"domain_scores_codex":[0.9977443,0.00007010953,0.0004068625,0.000364572,0.001015577,0.0003985932],"domain_scores_gemma":[0.997154,0.00006299638,0.0003074195,0.0002375119,0.002188338,0.00004974664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002498499,0.0004477941,0.9843587,0.0001636827,0.0002179287,0.0001030226,0.00745008,0.003611807,0.0001163949,0.00223054,0.0001316125,0.0009185562],"study_design_scores_gemma":[0.0006603408,0.000131065,0.847443,0.0002764297,0.000135747,0.00002969659,0.140979,0.00964787,0.000002219233,0.0005452483,0.00001835174,0.0001311052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777725,0.00004014217,0.0002148121,0.01862497,0.00005031564,0.0008764255,0.000002891535,0.00001231749,0.00240557],"genre_scores_gemma":[0.9994213,0.00001923997,0.00002157498,0.00003074166,0.0003745167,0.00004395479,0.000002061201,0.00001607505,0.00007055133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1369158,"threshold_uncertainty_score":0.9997709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905397418","doi":"","title":"Buying Decision Strategies on Residential Condominium in Taguig City","year":2017,"lang":"en","type":"article","venue":"Ascendens Asia Journal of Multidisciplinary Research Conference Proceedings","topic":"Smart Parking Systems Research","field":"Engineering","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":"Quarter (Canadian coin); Bedroom; Product (mathematics); Promotion (chess); Business; Socioeconomics; Geography; Marketing; Economics","authors":[{"name":"Carl Michael S. Espiritu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1061179678753641,"gpt":0.4081176654608589,"spread":0.3019996975854948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005784424,0.0003061158,0.0006081811,0.001442076,0.0006449538,0.001439285,0.001870886,0.0002486807,0.0002050282],"category_scores_gemma":[0.002174007,0.0002736831,0.0001445916,0.0003237151,0.0004689723,0.001336766,0.0005593615,0.00212541,0.0001042994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806893,"about_ca_system_score_gemma":0.0004364026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008236953,"about_ca_topic_score_gemma":0.0001811913,"domain_scores_codex":[0.9953812,0.0001050932,0.0008986517,0.0004057295,0.002217212,0.0009920967],"domain_scores_gemma":[0.9968436,0.0004945729,0.0003379936,0.0004694163,0.00148165,0.0003727392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006317889,0.001017253,0.4495102,0.00144586,0.0005758331,0.003867665,0.01798028,0.002089322,0.4400318,0.013918,0.02673411,0.03651174],"study_design_scores_gemma":[0.01025575,0.002126844,0.8359272,0.00854561,0.00003237879,0.0008189048,0.03200994,0.04709184,0.04819125,0.01139729,0.002347346,0.001255582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384438,0.000146129,0.0002881219,0.0003844691,0.0004839007,0.0004601876,0.000003507807,0.00005146163,0.05973838],"genre_scores_gemma":[0.997603,0.0002240421,0.0009121395,8.224231e-7,0.0004464704,0.00002588934,4.870648e-7,0.00008351234,0.0007036558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3918406,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919098379","doi":"","title":"The Study on Gender Differences as Factor and the Correlation between Grade Point Average in 6th Grade Science and 7th Grade Science-Chemistry on First Quarter among Grade 7- Anthurium at Passi National High School, Passi City, Iloilo","year":2017,"lang":"en","type":"article","venue":"Ascendens Asia Journal of Multidisciplinary Research Conference Proceedings","topic":"Educational Methods and Outcomes","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":"Quarter (Canadian coin); Mathematics education; Mathematics; Statistical analysis; Descriptive statistics; Statistics; Psychology; Demography; Geography; Sociology","authors":[{"name":"Maria Melsa S. Arce","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1548789725018208,"gpt":0.4451309209801648,"spread":0.2902519484783439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01577154,0.0003060975,0.0004413776,0.0005351473,0.01177957,0.002557478,0.001888096,0.00014117,0.00005866122],"category_scores_gemma":[0.01005197,0.0001812784,0.00008414821,0.0006909767,0.01119777,0.001528195,0.0008178012,0.001488081,0.000005914888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008358464,"about_ca_system_score_gemma":0.00152874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005705259,"about_ca_topic_score_gemma":0.0004135777,"domain_scores_codex":[0.9919618,0.0003959602,0.000638321,0.0007211349,0.005384827,0.0008979961],"domain_scores_gemma":[0.993858,0.002445058,0.0008205409,0.0002964082,0.001936295,0.0006437117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000155122,0.0003175761,0.9586945,0.000017921,0.00003754756,0.00001075141,0.02749678,0.000001631274,0.000624107,0.01214342,0.0001374847,0.0003631903],"study_design_scores_gemma":[0.001440887,0.0003585479,0.920009,0.0001783879,0.00001662926,0.00001494316,0.04589925,0.0003014534,0.000375321,0.0311526,0.00004338827,0.0002096293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606459,0.00004994053,0.0000130834,0.03394293,0.0002631374,0.0008254575,0.000009081874,0.00001363362,0.004236909],"genre_scores_gemma":[0.9985898,0.0002592267,0.0001215269,0.00001658946,0.0004052048,0.0000418126,6.035951e-7,0.00001932135,0.0005459061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03868549,"threshold_uncertainty_score":0.9984779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}