{"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":"9bb9b180b982","filters":{"venue":"Int. J. Comput. Their Appl."}},"results":[{"id":"W2188576385","doi":"","title":"Feature Matching for Aligning Historical and Modern Images","year":2014,"lang":"en","type":"article","venue":"Int. J. Comput. Their Appl.","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Panorama; Computer science; Matching (statistics); Landmark; Artificial intelligence; Computer vision; Timeline; Computer graphics (images); Geography; Mathematics","authors":[{"name":"Heider K. Ali","is_ca":true},{"name":"Anthony Whitehead","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01285022791319377,"gpt":0.2514573952577521,"spread":0.2386071673445584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004039591,0.0002418827,0.0003202524,0.00009500662,0.0002251181,0.0002040265,0.0007107199,0.0001095275,6.48499e-7],"category_scores_gemma":[0.00005325536,0.0002009261,0.00009538304,0.0001689142,0.0000447765,0.0004547336,0.000445786,0.0002467585,0.000003631811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077203,"about_ca_system_score_gemma":0.00001801905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001177002,"about_ca_topic_score_gemma":8.777241e-7,"domain_scores_codex":[0.9986939,0.00005651857,0.0001862294,0.0005380437,0.0001770591,0.0003481953],"domain_scores_gemma":[0.9988182,0.0003839287,0.0001129716,0.0004679194,0.0001037961,0.0001132413],"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":[0.0000200595,0.00004625851,0.00004578548,0.00007179114,0.00002271364,0.000005076056,0.0009264999,0.00007888705,0.01034361,0.02502716,0.03026146,0.9331507],"study_design_scores_gemma":[0.0006003209,0.0003334702,0.000164819,0.000124612,0.00001265579,0.00007498315,0.00002228524,0.1528052,0.06388894,0.5031921,0.2781222,0.0006584412],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00104503,0.001178012,0.9943482,0.001750378,0.0002444241,0.0002946335,0.000003367275,0.0006056383,0.000530366],"genre_scores_gemma":[0.4100114,0.00008485438,0.5882364,0.0008691905,0.0003352135,0.00004412583,0.000003875442,0.00003270084,0.0003822899],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9324923,"threshold_uncertainty_score":0.8193527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W36677511","doi":"10.3390/microorganisms11010219","title":"Straight and Curve Sawing Modeling and Simulation for Eastern Canadian Sawmills.","year":2001,"lang":"en","type":"article","venue":"Int. J. Comput. Their Appl.","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministero dell'Università e della Ricerca; European Commission","keywords":"Computer science; Engineering drawing; Computer graphics (images); Engineering","authors":[{"name":"François Grondin","is_ca":false},{"name":"F. Hébert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02061708688778513,"gpt":0.2210677304227218,"spread":0.2004506435349367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008908669,0.0001317288,0.0001126072,0.0001258121,0.00008494915,0.00007665061,0.00006244286,0.00005590051,0.00001488527],"category_scores_gemma":[0.000004668461,0.0001297981,0.00002234415,0.00008599708,0.00001617781,0.00008765743,0.0000273282,0.00004807285,0.000003791616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004628839,"about_ca_system_score_gemma":0.000007973329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008776658,"about_ca_topic_score_gemma":0.009882926,"domain_scores_codex":[0.999414,0.000007449532,0.0001522099,0.0001581305,0.00005863169,0.0002095308],"domain_scores_gemma":[0.9997028,0.00003045845,0.00001484422,0.00009944079,0.00003042225,0.0001220814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009396593,0.00000530896,0.001000318,0.00007177825,0.00003618912,0.000002163337,0.0004253441,0.9449267,0.00002428665,0.001693871,0.000319779,0.05148482],"study_design_scores_gemma":[0.0004141455,0.00001581557,0.0003973032,0.00003075021,0.000007643852,0.000002354277,0.0000743954,0.9690719,0.0000146481,0.0006733772,0.02915323,0.0001444859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3118684,0.0005163981,0.6830236,0.00009719236,0.0002147217,0.0004686884,0.00001604575,0.0001710434,0.003623939],"genre_scores_gemma":[0.9984909,0.00009539101,0.001088375,0.0001044346,0.00007787604,0.00001453187,0.00003057612,0.00002669173,0.00007117695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6866226,"threshold_uncertainty_score":0.5514905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}