{"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":"a9fa97278216","filters":{"venue":"Journal of Biosensors and Bioelectronics Research"}},"results":[{"id":"W4388311163","doi":"10.47363/jbber/2023(1)108","title":"Virtual Reality at Workplace for Autistic Employees: Preliminary Results of Physiological-Based Well-Being Experience","year":2023,"lang":"en","type":"article","venue":"Journal of Biosensors and Bioelectronics Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation; Université du Québec à Trois-Rivières; Université TÉLUQ","funders":"Université Laval","keywords":"Virtual reality; Applied psychology; Psychological intervention; Intervention (counseling); Psychology; Task (project management); Variety (cybernetics); Autism; Computer science; Human–computer interaction; Developmental psychology; Engineering; Artificial intelligence","authors":[{"name":"Jocelyne Kiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1065181962115991,"gpt":0.3976859098102847,"spread":0.2911677135986857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768797,0.0004266593,0.0003019233,0.000353133,0.0005026749,0.0003994438,0.0002154556,0.0003249296,0.001830113],"category_scores_gemma":[0.002056662,0.0001345597,0.0004580138,0.0001154027,0.0003281363,0.0001531053,0.0008632817,0.0004578651,0.0002703701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943369,"about_ca_system_score_gemma":0.0002217217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322493,"about_ca_topic_score_gemma":0.001785065,"domain_scores_codex":[0.9994808,0.0002359409,0.00003264592,0.00005841327,0.00009547485,0.00009682735],"domain_scores_gemma":[0.9990664,0.0003910324,0.00009871781,0.00008393844,0.0001058215,0.0002539786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009895141,0.02769157,0.2818289,0.001450529,0.0003048624,0.006707762,0.0841546,0.001393886,0.263067,0.0002464518,0.001485891,0.3217735],"study_design_scores_gemma":[0.000233157,0.0434362,0.9117604,0.00006949006,0.000234812,0.002284783,0.02191056,0.001040535,0.01575687,0.0001376323,0.003037144,0.00009836945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993578,0.00003554199,0.0001677476,0.0000157947,0.000003334415,0.00003005966,0.00001766794,0.000007136459,0.0003650332],"genre_scores_gemma":[0.9988346,0.00005984528,0.000592986,0.0000152057,0.00000531923,0.00004922362,0.00002937618,0.00000263208,0.0004108174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001830113,"threshold_uncertainty_score":0.006122291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410382587","doi":"10.47363/jbber/2025(3)133","title":"Desalination of Hyper-Concentrated Brines via Microwave Irradiation Mechanism: Case Studies. A Simultaneous Integration of Thermal Desalination, Steam Turbines, and Brine Mining into a Desalination Plant Design","year":2025,"lang":"en","type":"article","venue":"Journal of Biosensors and Bioelectronics Research","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Desalination; Brine; Low-temperature thermal desalination; Environmental science; Geothermal desalination; Waste management; Thermal; Microwave irradiation; Steam turbine; Microwave; Environmental engineering; Engineering; Chemistry; Mechanical engineering; Membrane; Meteorology","authors":[{"name":"Gjergji Shore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04105108949808228,"gpt":0.3409458155752892,"spread":0.299894726077207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003239383,0.000330518,0.0004478449,0.0003579142,0.0004589429,0.0005422741,0.0005821538,0.0009438022,0.002091301],"category_scores_gemma":[0.0003398071,0.000152542,0.0004514419,0.0002930583,0.0003336889,0.000657938,0.0004210871,0.0005724511,0.0004993789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004412918,"about_ca_system_score_gemma":0.0002274822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345434,"about_ca_topic_score_gemma":0.003472185,"domain_scores_codex":[0.9998351,0.00003181093,0.000008980408,0.00002608397,0.00006802434,0.00002997649],"domain_scores_gemma":[0.9998865,0.00003459445,0.00002056524,0.00001468018,0.00003060803,0.0000129115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006628208,0.000557434,0.003165493,0.001461535,0.00009202745,0.003560255,0.0004979898,0.01452831,0.9432995,0.00256886,0.001260585,0.02834523],"study_design_scores_gemma":[0.0001038103,0.001701238,0.003472732,0.0000428828,0.00009738561,0.001402233,0.0004418076,0.01475678,0.9618591,0.0004104348,0.0156791,0.00003251062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982397,0.002214149,0.007697149,0.0002684578,0.00004874258,0.0001232435,0.0001481466,0.00008061409,0.007022554],"genre_scores_gemma":[0.9898025,0.00191471,0.00464219,0.00003327821,0.00001586969,0.00003318494,0.00005380528,0.00001374495,0.003490675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002091301,"threshold_uncertainty_score":0.006996036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409365111","doi":"10.47363/jbber/2025(3)131","title":"AI &amp; XR Explorations to Support Social Interactions: Speculative Design for Ubiquitous Workplace Space by and for Neurodivergent Employees","year":2025,"lang":"en","type":"article","venue":"Journal of Biosensors and Bioelectronics Research","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Space (punctuation); Psychology; Sociology; Computer science; Operating system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1554543788421376,"gpt":0.4533298332928877,"spread":0.29787545445075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002297435,0.0005523562,0.000227256,0.0004692271,0.001466447,0.003310529,0.001310889,0.0008672217,0.004284266],"category_scores_gemma":[0.003707639,0.0003332267,0.000496946,0.0001962584,0.002535206,0.002708918,0.004569457,0.0005731089,0.0006926786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005710239,"about_ca_system_score_gemma":0.001130561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005458681,"about_ca_topic_score_gemma":0.001118759,"domain_scores_codex":[0.9979025,0.001323997,0.00009513664,0.0002296201,0.0002710682,0.0001776163],"domain_scores_gemma":[0.9985254,0.0006889621,0.0001280491,0.0002919078,0.0001470772,0.0002185202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001218949,0.001117405,0.03182394,0.002410139,0.0001224672,0.0037451,0.2516702,0.01745743,0.09137089,0.1517592,0.00700031,0.440304],"study_design_scores_gemma":[0.000580682,0.005892051,0.03044519,0.001481856,0.0003881247,0.004611287,0.2325696,0.1048366,0.04679232,0.1107428,0.4612788,0.0003807227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5854173,0.0006213562,0.3759434,0.002262565,0.000108237,0.0006386482,0.00008772921,0.00114181,0.03377893],"genre_scores_gemma":[0.8171224,0.0002451705,0.1740001,0.0002076205,0.0000125804,0.0006965684,0.00006770933,0.00008636772,0.007561579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004284266,"threshold_uncertainty_score":0.01433229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}