{"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":"431bd213bc50","filters":{"venue":"Digital Applications in Archaeology and Cultural Heritage"}},"results":[{"id":"W2795354301","doi":"10.1016/j.daach.2018.03.001","title":"A new aerial photogrammetric survey method for recording inaccessible rock art","year":2018,"lang":"en","type":"article","venue":"Digital Applications in Archaeology and Cultural Heritage","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ontario Museum; Western University; University of Toronto","funders":"","keywords":"Photogrammetry; Aerial survey; Aerial photos; Engineering; Remote sensing; Computer science; Geology; Construction engineering","authors":[{"name":"Stephen Berquist","is_ca":true},{"name":"Giles Spence-Morrow","is_ca":true},{"name":"Felipe Gonzalez-Macqueen","is_ca":true},{"name":"Branden Rizzuto","is_ca":true},{"name":"Willy Yépez Álvarez","is_ca":true},{"name":"Stefanie Bautista","is_ca":false},{"name":"Justin Jennings","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03288971142474945,"gpt":0.2978519751631875,"spread":0.264962263738438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001845138,0.0006273896,0.0003801144,0.002305507,0.0003778843,0.0006616628,0.0006212095,0.0005658883,0.00682401],"category_scores_gemma":[0.0004050626,0.000452224,0.0003740965,0.001819769,0.0003700317,0.001072949,0.0007390569,0.0004723521,0.002602798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227935,"about_ca_system_score_gemma":0.000550782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087381,"about_ca_topic_score_gemma":0.006545119,"domain_scores_codex":[0.9994285,0.00003538774,0.00001871432,0.0001104219,0.0003820049,0.00002499197],"domain_scores_gemma":[0.9994524,0.00006803294,0.00002965525,0.0001133913,0.0003067016,0.00002987126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009866361,0.00004932943,0.002910142,0.0003174781,0.00004002835,0.0001876632,0.0001978954,0.0008317762,0.46762,0.001308702,0.006398627,0.5200398],"study_design_scores_gemma":[0.0001376378,0.0005885748,0.06225402,0.0001599582,0.0004604373,0.009625072,0.0009850184,0.1379754,0.5763324,0.00307817,0.2080497,0.0003535062],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06523706,0.001362318,0.9151152,0.0002807788,0.0005981295,0.0002513323,0.0014032,0.002950308,0.01280166],"genre_scores_gemma":[0.1745585,0.001226076,0.8052928,0.0001939947,0.0001666622,0.0001908031,0.001177937,0.0002160396,0.01697714],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00682401,"threshold_uncertainty_score":0.02282864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280512607","doi":"10.1016/j.daach.2022.e00224","title":"Photogrammetry and the impact of camera placement and angular intervals between images on model reconstruction","year":2022,"lang":"en","type":"article","venue":"Digital Applications in Archaeology and Cultural Heritage","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Université de Montréal","keywords":"Digitization; Photogrammetry; Object (grammar); Computer science; Process (computing); Digital camera; Computer vision; Field (mathematics); Artificial intelligence; Focal length; Quality (philosophy); Lens (geology); Computer graphics (images); Engineering; Mathematics","authors":[{"name":"Alexandre Bisson-Larrivée","is_ca":true},{"name":"Jean-Baptiste LeMoine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01633891211212843,"gpt":0.2559440962518528,"spread":0.2396051841397243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003440336,0.0006791193,0.0003635123,0.001596612,0.0005080189,0.002134559,0.000594646,0.0007355613,0.004578145],"category_scores_gemma":[0.03695404,0.0006354123,0.000514186,0.002583639,0.0008855361,0.002210887,0.0007210139,0.0009425068,0.001012716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263208,"about_ca_system_score_gemma":0.0008353131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007434591,"about_ca_topic_score_gemma":0.008098471,"domain_scores_codex":[0.9972751,0.001147948,0.0001372645,0.0004649013,0.0007606396,0.0002142252],"domain_scores_gemma":[0.9739723,0.02047915,0.00126036,0.001907265,0.002196418,0.00018455],"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":[0.003141938,0.0002901645,0.04816025,0.0003599172,0.0002169793,0.0003558854,0.0003937357,0.493609,0.05224275,0.005355096,0.001527217,0.3943471],"study_design_scores_gemma":[0.0001035687,0.0004264034,0.1013055,0.0001296002,0.0003810187,0.001090447,0.0007198807,0.8160878,0.07204645,0.004858201,0.002721503,0.0001295407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7256873,0.002463046,0.2571675,0.000577774,0.0002740395,0.00007610889,0.0005767824,0.0008921947,0.0122853],"genre_scores_gemma":[0.9612441,0.0006591678,0.03628053,0.00002661733,0.00002937847,0.00001172987,0.0002900013,0.0003032771,0.001155125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007434591,"threshold_uncertainty_score":0.01819444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}