{"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":"cba28c2178a0","filters":{"venue":"Advances in Peer-Led Learning"}},"results":[{"id":"W4320025229","doi":"10.54935/apll2022-01-08-101","title":"Five Essays on the Trail to Medical School","year":2022,"lang":"en","type":"article","venue":"Advances in Peer-Led Learning","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Craft; Variety (cybernetics); Psychology; Journaling file system; Diversity (politics); Medical education; Value (mathematics); Public relations; Pedagogy; Political science; Medicine; Law; Computer science; History","authors":[{"name":"Marianne Marin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009731118408686045,"gpt":0.3406511991135842,"spread":0.3309200807048981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002324076,0.0001185664,0.0001918214,0.0002352898,0.0003846246,0.00001376002,0.0002829948,0.00005758159,0.01179429],"category_scores_gemma":[0.03702334,0.0000916522,0.00004101501,0.001156072,0.00008263536,0.00009161897,0.0001135289,0.002136875,0.0001659364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345559,"about_ca_system_score_gemma":0.0004009144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001410205,"about_ca_topic_score_gemma":0.000009075123,"domain_scores_codex":[0.9973054,0.0002395642,0.0003313854,0.0002924137,0.001540572,0.0002906995],"domain_scores_gemma":[0.9988635,0.000448245,0.00008737177,0.000280186,0.0001410098,0.0001796753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006428937,0.0009171422,0.02841266,0.0001043109,0.0000610725,0.0002244459,0.01195711,0.04126925,0.0002896005,0.05015946,0.1118291,0.7541329],"study_design_scores_gemma":[0.0009796837,0.0005268574,0.004206012,0.0001555975,0.00001337644,0.000051731,0.01293136,0.004017294,0.00005878937,0.001051705,0.9758532,0.0001543944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6839892,0.0004855721,0.001071644,0.2357384,0.002046567,0.0008372215,0.000002443436,0.0001605308,0.07566839],"genre_scores_gemma":[0.9651754,0.00003471119,0.00140511,0.02233098,0.0004028203,0.0004122707,0.00004198776,0.00002605198,0.01017062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8640241,"threshold_uncertainty_score":0.989109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125933787","doi":"10.54935/apll2025-01-10-141","title":"A Reflective PLTL Journey by a Former Head Peer Leader","year":2025,"lang":"","type":"article","venue":"Advances in Peer-Led Learning","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of Texas at El Paso","keywords":"Graduate students; Wish; Peer mentoring; Peer review; Higher education; Head (geology)","authors":[{"name":"Aleksander C. Lazarski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0230290145520537,"gpt":0.3400382075257442,"spread":0.3170091929736905,"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":[],"category_scores_codex":[0.003196835,0.0007036058,0.0009329618,0.000699199,0.002014921,0.001527699,0.0007653952,0.0005387153,0.001798314],"category_scores_gemma":[0.005214733,0.0007178347,0.0002870391,0.0006332883,0.000618897,0.004175512,0.0002709563,0.005984062,0.0001231749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890662,"about_ca_system_score_gemma":0.0003297041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004809553,"about_ca_topic_score_gemma":0.0009884173,"domain_scores_codex":[0.9942401,0.0006533469,0.00128334,0.001078813,0.001215248,0.00152913],"domain_scores_gemma":[0.9965516,0.001281959,0.0006087835,0.0003434744,0.001023045,0.0001911859],"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":[0.0008645123,0.0005717145,0.02638928,0.001201201,0.0004703676,0.00007647655,0.2639759,0.007932151,0.0003195989,0.1707751,0.2924505,0.2349731],"study_design_scores_gemma":[0.001687617,0.0001990663,0.0001285595,0.001732422,0.00008832698,0.000009537677,0.0861388,0.001630919,0.00008349658,0.007283804,0.900315,0.0007024057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03823457,0.08167234,0.001885399,0.034926,0.004046363,0.0006291263,0.00006428862,0.0003255033,0.8382164],"genre_scores_gemma":[0.6437456,0.001844814,0.0002996082,0.001605296,0.001269258,0.00006545936,0.00007581915,0.00007152806,0.3510226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6078645,"threshold_uncertainty_score":0.9995273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}