{"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":"4dd0153370ca","filters":{"venue":"Barw Medical Journal"}},"results":[{"id":"W7118122950","doi":"10.58742/bmj.v4i1.213","title":"Renaming the Problem: Why ‘Non-Recommended Journals’ Is Preferable To ‘Predatory’ in Academic Publishing","year":2025,"lang":"en","type":"article","venue":"Barw Medical Journal","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Publishing; Constructive; Cognitive reframing; Exploit; Compromise; Terminology","authors":[{"name":"Frederick Tiesenga","is_ca":false},{"name":"Daniel Rodger","is_ca":false},{"name":"Benjamin Saracco","is_ca":false},{"name":"Baichang Zhong","is_ca":false},{"name":"A. Cortegiani","is_ca":false},{"name":"Sjaak Pouwels","is_ca":false},{"name":"Rawezh Q. Salih","is_ca":false},{"name":"Ayman M. Mustafa","is_ca":false},{"name":"Michele Meoli","is_ca":false},{"name":"Alessandro De Cassai","is_ca":false},{"name":"Andreas Nishikawa-Pacher","is_ca":false},{"name":"Khritish Swargiary","is_ca":false},{"name":"Світлана Борисівна Фіялка","is_ca":false},{"name":"Purvi Raj Bhagat","is_ca":false},{"name":"Suad Kunosić","is_ca":false},{"name":"Rosa Rodriguez-Sánchez","is_ca":false},{"name":"Kaushik Bhattacharya","is_ca":false},{"name":"Marco Cascella","is_ca":false},{"name":"Mohmedhanif Nashipudi","is_ca":false},{"name":"Bharat Gurnani","is_ca":false},{"name":"Kirandeep Kaur","is_ca":false},{"name":"P. Paramashivaiah","is_ca":false},{"name":"B.T Sampath Kuma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5591919613598079,"gpt":0.5994016658101877,"spread":0.04020970445037986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08895653,0.0004440678,0.0007818811,0.00314204,0.01297072,0.03876062,0.003884187,0.01693462,0.00698915],"category_scores_gemma":[0.2832114,0.0007747038,0.0008736378,0.004213348,0.06368024,0.03259844,0.008571247,0.01598803,0.00343611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156914,"about_ca_system_score_gemma":0.01183666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481368,"about_ca_topic_score_gemma":0.006324803,"domain_scores_codex":[0.8362349,0.1127623,0.009102113,0.008100359,0.03072865,0.003071774],"domain_scores_gemma":[0.6585486,0.2484951,0.02106332,0.01759477,0.04509814,0.009200131],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001432219,0.00006845751,0.003759304,0.001160496,0.00006663575,0.0009846103,0.08982249,0.0001491615,0.0007897206,0.6451579,0.1940448,0.06385318],"study_design_scores_gemma":[0.00009615647,0.0001487458,0.003086847,0.00290079,0.00006488166,0.002248293,0.061442,0.0005369323,0.001392838,0.2370182,0.6908489,0.0002153565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01648274,0.01190073,0.009174384,0.9019991,0.01305767,0.00007414752,0.00004295072,0.0002284861,0.04703975],"genre_scores_gemma":[0.5648256,0.01024905,0.01770789,0.3769001,0.01331841,0.0002250524,0.00004697668,0.0009665136,0.01576021],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9830654,"threshold_uncertainty_score":0.4704527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412480164","doi":"10.58742/bmj.v3i3.189","title":"Presentation and Management of Cervical Thoracic Duct Cyst: A Systematic Review of the Literature","year":2025,"lang":"en","type":"review","venue":"Barw Medical Journal","topic":"Lymphatic Disorders and Treatments","field":"Medicine","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":"Presentation (obstetrics); Medicine; Thoracic duct; Systematic review; General surgery; Radiology; MEDLINE; Pathology; Biology; Lymphatic system","authors":[{"name":"Fahmi H. Kakamad","is_ca":false},{"name":"Dilan S. Hiwa","is_ca":false},{"name":"Aland S. Abdullah","is_ca":false},{"name":"Hiwa O. Baba","is_ca":false},{"name":"Aso S. Muhialdeen","is_ca":false},{"name":"Sarwat T. San Ahmed","is_ca":false},{"name":"Mariwan L. Fatah","is_ca":false},{"name":"Rezheen J. Rashid","is_ca":false},{"name":"Aras J. Qaradakhy","is_ca":false},{"name":"Berun A. Abdalla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01817300325009443,"gpt":0.3845303702731714,"spread":0.366357367023077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00237908,0.001081168,0.00502436,0.01315188,0.0005650144,0.001587763,0.001621326,0.001434765,0.003518879],"category_scores_gemma":[0.01228768,0.0006985991,0.003788242,0.0139554,0.0007374834,0.002026362,0.001003089,0.0006625484,0.0002505465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002414502,"about_ca_system_score_gemma":0.006772759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006038554,"about_ca_topic_score_gemma":0.01683643,"domain_scores_codex":[0.9961337,0.0007548895,0.001962441,0.0003628899,0.0006566347,0.0001293844],"domain_scores_gemma":[0.9895907,0.006026935,0.002985653,0.0001045912,0.001135002,0.0001571298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001323747,0.00002326781,0.002938644,0.9589891,0.00289765,0.0003864674,0.0003449076,0.00006869945,0.0001533007,0.0001487965,0.001846175,0.03207052],"study_design_scores_gemma":[0.0001683393,0.0002765367,0.0162824,0.9206044,0.03640324,0.003525531,0.001162502,0.00008834455,0.0002161996,0.000256599,0.02095651,0.00005933288],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002183273,0.9968079,0.00004273835,0.0001713868,0.00004524098,0.0001264281,0.0004064267,0.000003732164,0.0002128463],"genre_scores_gemma":[0.01984774,0.978883,0.0002930193,0.0003294115,0.00007030457,0.0002190692,0.0002773106,0.000002996678,0.00007720895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01315188,"threshold_uncertainty_score":0.01751858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}