{"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":"2e9f68398c10","filters":{"venue":"STOR (Dundalk Institute of Technology)"}},"results":[{"id":"W7010590870","doi":"","title":"An investigation into the influences of catchment
\\nnutrient export and climatic effects on the trophic
\\nstatus of a small inter-drumlin lake, Milltown Lake,
\\nCo. Monaghan.","year":2020,"lang":"en","type":"dissertation","venue":"STOR (Dundalk Institute of Technology)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Global Lake Ecological Observatory Network","keywords":"Nutrient; Fencing; Eutrophication; Grazing; Buffer strip; Climate change; Nutrient cycle; Growing season; Water column","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008843337987299039,"gpt":0.2247941316873468,"spread":0.2159507937000478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957646,0.0001030143,0.0001557564,0.0003079597,0.0007728828,0.0008426688,0.0002875614,0.0001604477,0.001884045],"category_scores_gemma":[0.0005746328,0.00007912574,0.0001486119,0.0007983479,0.0003633449,0.0002636397,0.000481529,0.0001589293,0.0001602662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794209,"about_ca_system_score_gemma":0.0009796171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1471847,"about_ca_topic_score_gemma":0.3460197,"domain_scores_codex":[0.9998901,0.00002176312,0.000004386269,0.00002801362,0.00002298565,0.0000327643],"domain_scores_gemma":[0.9997407,0.00006131548,0.00005511243,0.00001163066,0.00007060964,0.00006072853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002319743,0.0001320849,0.9729491,0.00004834855,0.00006321507,0.000358488,0.002732086,0.0006089793,0.008047344,0.0003877185,0.0008917555,0.01354881],"study_design_scores_gemma":[0.000001777116,0.00002026939,0.9986988,0.000001739995,0.000004442563,0.00001181575,0.0004657245,0.0002937937,0.00009833512,0.00001931396,0.0003817593,0.000002081897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987611,0.00001650063,0.00003453439,0.00002510579,8.71664e-7,0.000004583075,0.0001317575,0.000002152379,0.001023489],"genre_scores_gemma":[0.9987302,0.00002789261,0.00007927118,0.00002283226,0.000002506684,0.000009273747,0.0002301883,0.00000324334,0.0008946183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471847,"threshold_uncertainty_score":0.2926561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7030159378","doi":"","title":"Montreal’s Music Community
\\n","year":2011,"lang":"en","type":"article","venue":"STOR (Dundalk Institute of Technology)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Focus (optics); Natural (archaeology); Subject (documents)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03043778044184615,"gpt":0.2208066969119263,"spread":0.1903689164700801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005707502,0.0008022713,0.0003124377,0.001307935,0.006841195,0.004875496,0.0009997574,0.001245369,0.3860903],"category_scores_gemma":[0.001095518,0.0003594596,0.0003992587,0.00125755,0.001043513,0.0009714748,0.00172534,0.001202486,0.07446145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007484051,"about_ca_system_score_gemma":0.01132378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6510257,"about_ca_topic_score_gemma":0.9097227,"domain_scores_codex":[0.9993439,0.00003862504,0.000009413367,0.0001072606,0.000282736,0.0002181044],"domain_scores_gemma":[0.9992256,0.00003414185,0.00002364242,0.00006436631,0.000317472,0.000334876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003544558,0.00001724306,0.000770151,0.00002705331,0.000004723193,0.0001330682,0.0001012192,0.00005501722,0.0003844564,0.00743538,0.9474827,0.04355363],"study_design_scores_gemma":[0.000003358376,0.000003934616,0.001528911,0.00000965414,0.000001174166,0.00001849182,0.00009900217,0.00003300282,0.0001220213,0.0002073569,0.9979675,0.000005481272],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0033292,0.001455724,0.0006290696,0.01220025,0.003940458,0.00008184651,0.003587932,0.0006431167,0.9741323],"genre_scores_gemma":[0.008457439,0.0004023727,0.0004456474,0.0006652389,0.0002229828,0.00001546377,0.0007325046,0.0001560629,0.9889023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3860903,"threshold_uncertainty_score":0.8756677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127205778","doi":"","title":"The Interface between Traditional Music and Art Music in Ireland: A Multimodal Art-Practice Research Study.","year":2025,"lang":"en","type":"other","venue":"STOR (Dundalk Institute of Technology)","topic":"","field":"","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":"Musical; MIDI; Irish; Interface (matter); Musical composition; Composition (language); Popular music; Music","authors":[{"name":"Odhrán Ó Casaide","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07541788434623116,"gpt":0.3576509270706251,"spread":0.282233042724394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01076145,0.0004755587,0.001171041,0.003329747,0.006561784,0.011683,0.002299149,0.001786349,0.005905764],"category_scores_gemma":[0.01537643,0.0009685972,0.0006029587,0.002907523,0.01105687,0.006173235,0.01030178,0.003368093,0.001204536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01057691,"about_ca_system_score_gemma":0.008714127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261292,"about_ca_topic_score_gemma":0.04713643,"domain_scores_codex":[0.9899234,0.005137425,0.0004565241,0.0009348566,0.001754192,0.001793582],"domain_scores_gemma":[0.9927605,0.003737177,0.0009713824,0.0003294951,0.0008529615,0.001348475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004488311,0.0001824068,0.006517929,0.0003255634,0.000009634238,0.0002692447,0.9746881,0.00002204729,0.0003357216,0.001515835,0.0008924442,0.01519623],"study_design_scores_gemma":[0.000007034016,0.0000767584,0.005863606,0.0001367966,0.000004104267,0.0001249898,0.9876308,0.00003171243,0.0000494571,0.0001345252,0.005928138,0.00001208527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749575,0.001053783,0.0007704001,0.001784375,0.00006341979,0.0003205823,0.00008897004,0.00001299116,0.02094794],"genre_scores_gemma":[0.9912732,0.0009297688,0.0009069043,0.0006165144,0.00002454359,0.0003608956,0.00005179177,0.00002659125,0.005809773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02261292,"threshold_uncertainty_score":0.07674128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127246086","doi":"","title":"The Interface between Traditional Music and Art Music in Ireland: A Multimodal Art-Practice Research Study. Famine Odyssey.","year":2025,"lang":"en","type":"other","venue":"STOR (Dundalk Institute of Technology)","topic":"","field":"","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":"Musical; Irish; MIDI; Musical composition; Composition (language); Interface (matter); Famine; Popular music","authors":[{"name":"Odhrán Ó Casaide","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07246108808845574,"gpt":0.3541514256772336,"spread":0.2816903375887779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006434517,0.0004643107,0.001023884,0.002490652,0.006410132,0.008485941,0.001689131,0.001598144,0.006260927],"category_scores_gemma":[0.01118391,0.0007977365,0.0005383206,0.001846558,0.01000703,0.005025292,0.00826608,0.00333899,0.0009628847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009188621,"about_ca_system_score_gemma":0.007381909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04182355,"about_ca_topic_score_gemma":0.09866269,"domain_scores_codex":[0.9949792,0.002048323,0.0002263779,0.00061902,0.00106842,0.001058576],"domain_scores_gemma":[0.9954357,0.002067501,0.0006482755,0.0002009675,0.0006325641,0.001015022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000594185,0.0001937675,0.006953337,0.0003667973,0.00001009257,0.0003625561,0.9671931,0.00002059795,0.0005079489,0.001518145,0.001894288,0.02091996],"study_design_scores_gemma":[0.000006491732,0.00009581252,0.01293663,0.0001470153,0.000004125554,0.0001479591,0.975803,0.00002382394,0.00005834113,0.0001149652,0.01064996,0.00001193728],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970405,0.001679103,0.0005406644,0.002726492,0.0001103144,0.000275798,0.0001493378,0.0000127344,0.02410051],"genre_scores_gemma":[0.9841866,0.001350636,0.0007771731,0.00105177,0.00004181575,0.0003289917,0.00006870951,0.00002884994,0.01216551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04182355,"threshold_uncertainty_score":0.08316028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}