{"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":"8d2aee541c18","filters":{"venue":"The Biophysicist"}},"results":[{"id":"W4389409901","doi":"10.35459/tbp.2023.000248","title":"INSPIRE: Development of an Interdisciplinary Science Program in Research and Entrepreneurship","year":2023,"lang":"en","type":"article","venue":"The Biophysicist","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Engineering ethics; Entrepreneurship; Graduate students; Undergraduate research; Principal (computer security); Face (sociological concept); Work (physics); Chemistry; Engineering; Engineering physics; Medical education; Sociology; Political science; Computer science; Medicine; Mechanical engineering; Social science","authors":[{"name":"T. Sedighi","is_ca":true},{"name":"Teodora Radu","is_ca":true},{"name":"Qirat F. Ashraf","is_ca":true},{"name":"Bipin Kumar","is_ca":true},{"name":"Erica J. Quilates","is_ca":true},{"name":"Robeth Rahmatullah","is_ca":true},{"name":"Joshua N. Milstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07741320399451546,"gpt":0.3859597826294827,"spread":0.3085465786349672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01085611,0.0004817638,0.0002210875,0.00127703,0.002019204,0.003346997,0.002207097,0.001068457,0.01720296],"category_scores_gemma":[0.007633976,0.0003389903,0.0004009586,0.0004556976,0.0009408031,0.002033145,0.009229453,0.002999573,0.005886139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679937,"about_ca_system_score_gemma":0.01389194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007808967,"about_ca_topic_score_gemma":0.00265175,"domain_scores_codex":[0.9958932,0.001550008,0.0000941824,0.0004412239,0.001170725,0.0008507036],"domain_scores_gemma":[0.9834125,0.001046607,0.0005208369,0.0006852932,0.00243965,0.01189509],"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":[0.0003484962,0.01161611,0.01890848,0.0001901389,0.0000196846,0.0003999287,0.005792203,0.001776489,0.0101634,0.04086899,0.1766918,0.7332245],"study_design_scores_gemma":[0.0003390429,0.002396029,0.03314543,0.0002945021,0.00001901923,0.000880598,0.006098201,0.01136271,0.01127146,0.01798446,0.9161152,0.00009343718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3561537,0.0007676175,0.2125929,0.07192518,0.003492728,0.007066943,0.001097712,0.008280179,0.338623],"genre_scores_gemma":[0.4383039,0.0005838425,0.3488261,0.009276054,0.0007569012,0.004343727,0.001717083,0.0009312028,0.1952611],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01720296,"threshold_uncertainty_score":0.05754966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297014841","doi":"10.35459/tbp.2022.000218","title":"History and Philosophy of a Biophysics Department","year":2022,"lang":"en","type":"article","venue":"The Biophysicist","topic":"Biomedical and Engineering Education","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":"Philosophy","authors":[{"name":"Nejat Düzgüneş","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01057245398030156,"gpt":0.1727856439398117,"spread":0.1622131899595101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008676942,0.0007811866,0.0007066217,0.002558086,0.006692385,0.009476556,0.001327917,0.005534033,0.0118333],"category_scores_gemma":[0.00994111,0.0005174542,0.0005866787,0.002092446,0.02497,0.00896103,0.00494128,0.01551931,0.005709203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01554398,"about_ca_system_score_gemma":0.0115609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00394823,"about_ca_topic_score_gemma":0.003276509,"domain_scores_codex":[0.9908845,0.003915534,0.0004626554,0.001583288,0.002370541,0.0007835084],"domain_scores_gemma":[0.9882779,0.004782199,0.0007377977,0.0008101268,0.002250712,0.003141308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003273921,0.00007201888,0.0003884188,0.0002155616,0.000010078,0.0000696873,0.002321821,0.000156858,0.0002003807,0.8145198,0.1513778,0.03063478],"study_design_scores_gemma":[0.000008833661,0.00002587153,0.0004210384,0.0004284895,0.00000313307,0.0000913409,0.0003905511,0.0001440765,0.0001001041,0.1268017,0.8715695,0.00001542036],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003044101,0.1709331,0.01085747,0.4761449,0.02468817,0.00004862226,0.0001577771,0.0001647122,0.3139612],"genre_scores_gemma":[0.2537525,0.1845024,0.01193166,0.2356216,0.04929159,0.0003520407,0.0002295573,0.0005343534,0.2637844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9933076,"threshold_uncertainty_score":0.11278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}