{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"3d550622510b","filters":{"venue":"The Humanitarian Leader"}},"results":[{"id":"W4366088656","doi":"10.21153/thl2023art1769","title":"Bayanihan E-Konsulta: A volunteer-driven response to the COVID-19 pandemic in the Philippines","year":2023,"lang":"en","type":"article","venue":"The Humanitarian Leader","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"University of the Philippines; University of Santo Tomas","keywords":"Accountability; Health care; Credibility; Public relations; Population; Business; Agency (philosophy); Political science; Economic growth; Medicine; Environmental health; Sociology; Economics","authors":[{"name":"Janine Patricia G Robredo","is_ca":false},{"name":"Raymond John S. Naguit","is_ca":true},{"name":"Keisha Mangalili","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1726405482401341,"gpt":0.4078383358518082,"spread":0.2351977876116741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003419642,0.00018276,0.0002273414,0.0002586385,0.0005799343,0.00003829658,0.0004696388,0.00006224027,0.000338157],"category_scores_gemma":[0.001817325,0.00008732159,0.00006482853,0.001088865,0.0001558447,0.00005863935,0.00008018556,0.0004774503,0.0006981278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651672,"about_ca_system_score_gemma":0.0002882787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101173,"about_ca_topic_score_gemma":0.007143538,"domain_scores_codex":[0.9976495,0.0006612808,0.0004167588,0.0002768733,0.0004876752,0.0005078941],"domain_scores_gemma":[0.9976458,0.001348182,0.00008599507,0.0007049796,0.00006698474,0.0001480833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002914114,0.0001557719,0.06282999,0.0001822562,0.0001270057,0.0002598497,0.3266417,0.0001664507,0.002034749,0.00349675,0.594837,0.006354327],"study_design_scores_gemma":[0.002208457,0.0004714843,0.301096,0.00003792283,0.00008837137,0.0001920648,0.04439939,0.0001249429,0.000006311426,0.0005919178,0.6506606,0.0001224977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.621912,0.000120258,0.0001276458,0.3756964,0.0002053801,0.001501277,0.00002005265,0.0001420978,0.0002749373],"genre_scores_gemma":[0.9205163,0.00002728038,0.00002625627,0.07546167,0.0008587143,0.0002802044,0.00006290452,0.00002969029,0.002736986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002347,"threshold_uncertainty_score":0.8973253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377239110","doi":"10.21153/thl2023art1787","title":"Social positioning in humanitarian diplomacy: INGOs in North Korea","year":2023,"lang":"en","type":"article","venue":"The Humanitarian Leader","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","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","funders":"Academy of Korean Studies","keywords":"Diplomacy; Humanitarian aid; Position (finance); Political science; International relations; Field (mathematics); Development aid; Humanitarian crisis; Business; Politics; Law","authors":[{"name":"Patrick Boulanger-Plante","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08013429220336686,"gpt":0.3279966828511903,"spread":0.2478623906478234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001022759,0.0001537609,0.0002006009,0.000320008,0.001508985,0.0001695478,0.0004896335,0.0001228968,0.0002564111],"category_scores_gemma":[0.0001066527,0.0001363303,0.00007127456,0.001111142,0.0003922823,0.00025667,0.00008829857,0.0004589166,0.0005591473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667312,"about_ca_system_score_gemma":0.0001473525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006675868,"about_ca_topic_score_gemma":0.3115417,"domain_scores_codex":[0.9980435,0.0003516064,0.000292561,0.0002664493,0.0004000888,0.0006457662],"domain_scores_gemma":[0.9995145,0.0001248123,0.00007457424,0.0001789424,0.00004737613,0.00005976537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002526414,0.00006622881,0.02562806,0.00001261282,0.00001906758,0.00007608239,0.4823146,0.00004718611,0.0000406221,0.4893725,0.00115678,0.001240982],"study_design_scores_gemma":[0.001212802,0.00004548384,0.829247,0.00007602711,0.00002472454,0.000001950067,0.06632698,0.0001289503,0.000007928543,0.02913889,0.07326859,0.0005206789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569884,0.00007899424,0.000005443524,0.008656108,0.0002625167,0.0004396885,0.000005566656,0.000196025,0.1333672],"genre_scores_gemma":[0.9924777,0.00001016455,0.000006952465,0.0004739812,0.00103365,0.00004341588,0.0000293193,0.00002653088,0.005898344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8036189,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}