{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"f1a9d0823add","filters":{"venue":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)"}},"results":[{"id":"W2907683071","doi":"10.1109/cist.2018.8596602","title":"Visualizing and Transcribing Complex Writings Through RTI","year":2018,"lang":"en","type":"article","venue":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Allison University","funders":"Ministarstvo Kulture Republike Hrvatske","keywords":"Inscribed figure; Computer science; Pipeline (software); Variety (cybernetics); Reflection (computer programming); Set (abstract data type); Process (computing); World Wide Web; Artificial intelligence; Programming language","authors":[{"name":"Federico Ponchio","is_ca":false},{"name":"Marion Lamé","is_ca":false},{"name":"Roberto Scopigno","is_ca":false},{"name":"Bruce Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05377729970603912,"gpt":0.3081238780847064,"spread":0.2543465783786673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193678,0.0008764092,0.0003881327,0.002405288,0.0006682596,0.002860656,0.0007263726,0.0006230055,0.01530467],"category_scores_gemma":[0.006157615,0.000324976,0.0004745226,0.001832206,0.0009696027,0.001865507,0.00177646,0.0009781189,0.006954628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002763436,"about_ca_system_score_gemma":0.0005483007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006456117,"about_ca_topic_score_gemma":0.001077365,"domain_scores_codex":[0.9991078,0.0001635706,0.00007478382,0.000232444,0.0003427461,0.00007855439],"domain_scores_gemma":[0.997569,0.001155787,0.0002061662,0.0004503508,0.0005397736,0.00007886754],"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":[0.0003459386,0.00008714139,0.001976966,0.001057354,0.00003902485,0.0009225975,0.01216084,0.004581926,0.1617196,0.008471739,0.01471631,0.7939205],"study_design_scores_gemma":[0.00009489695,0.0004145612,0.01835289,0.0006219744,0.0001230036,0.003603349,0.01454392,0.11447,0.4304956,0.02738895,0.3894391,0.0004516764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06688749,0.0006190278,0.8751749,0.000573579,0.0004718398,0.0004874936,0.002324782,0.01646738,0.03699353],"genre_scores_gemma":[0.1554327,0.0005033506,0.8265271,0.0001402824,0.0001862467,0.0003916295,0.001578279,0.00409022,0.0111503],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01530467,"threshold_uncertainty_score":0.05119926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}