{"meta":{"query_hash":"aae41340e683","filters":{"venue":"CAA 2012"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/aae41340e683","api":"https://metacan.xera.ac/api/v1/cohort?venue=CAA+2012"},"results":[{"id":"W2471927495","doi":"","title":"Lost Worlds: A predictive model to locate submerged archaeological sites in SE Alaska, USA","year":2013,"lang":"en","type":"article","venue":"CAA 2012","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archaeology; Continental shelf; Canyon; Geology; Bathymetry; Pleistocene; Range (aeronautics); Oceanography; Glacier; Geography; Paleontology; Geomorphology","score_opus":0.0510248897862592,"score_gpt":0.2634850258276298,"score_spread":0.2124601360413706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471927495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98378056,0.0005084931,0.0002523897,0.0018793566,0.00009651429,0.00038632585,0.00002712609,0.000021159818,0.0130480435],"genre_scores_gemma":[0.9921416,0.000037307665,0.0005422265,0.00058726786,0.00004075436,0.000015319205,0.00006233282,0.000002707396,0.006570461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984268,0.00018636954,0.00019413799,0.00033781774,0.00015515322,0.00069973944],"domain_scores_gemma":[0.9991994,0.00020043024,0.000029233053,0.00020549555,0.000065506465,0.000299945],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000340519,0.00014653284,0.00022781907,0.0001869555,0.000082098326,0.000015867616,0.00030126862,0.00017933967,0.013009689],"category_scores_gemma":[0.00012042263,0.00011310357,0.00003909277,0.00029918767,0.00039230986,0.0002852764,0.000053618834,0.00037864404,0.020518184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008070608,0.000023222226,0.986587,0.000007586148,0.000009907808,0.000028983688,0.0005719052,0.009842363,0.000019691544,0.000047178608,0.0024303738,0.00035107395],"study_design_scores_gemma":[0.00021053488,0.00012264655,0.9378583,0.000007384292,0.0000042434694,0.000020968944,0.00008093543,0.058656946,0.000033567376,0.0026518712,0.00021821354,0.00013441687],"about_ca_topic_score_codex":0.00060874317,"about_ca_topic_score_gemma":0.027377238,"teacher_disagreement_score":0.048814584,"about_ca_system_score_codex":0.0000022493955,"about_ca_system_score_gemma":0.000051836814,"threshold_uncertainty_score":0.9903706},"labels":[],"label_agreement":null},{"id":"W2521332798","doi":"","title":"Identifying landforms of archaeological interest in Alberta's oil sands region: a geomorphometric approach","year":2011,"lang":"en","type":"article","venue":"CAA 2012","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Landform; Digital elevation model; Terrain; Geology; Lidar; Geomorphology; Remote sensing; Physical geography; Archaeology; Cartography; Geography","score_opus":0.09204481130622437,"score_gpt":0.24767652988589317,"score_spread":0.1556317185796688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521332798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9051332,0.000051411927,0.0029742927,0.000043972377,0.000034248427,0.000048839658,6.3186593e-7,0.000011789314,0.09170164],"genre_scores_gemma":[0.99446374,0.000026234646,0.002998341,0.000026513357,0.000015833355,0.0000036272497,0.0000071309323,0.000006289755,0.0024522662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993579,0.000024473631,0.000171228,0.00018596933,0.00008207239,0.00017835102],"domain_scores_gemma":[0.9995974,0.000033179866,0.000064847736,0.00023571226,0.000004239243,0.00006463355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014559271,0.00007583847,0.00012591602,0.00008784065,0.00003183127,0.0000046837777,0.00017883706,0.00006562031,0.00034925644],"category_scores_gemma":[0.000031361647,0.000057732246,0.00004129744,0.0004636147,0.00022980927,0.00009373713,0.0001339893,0.00011469389,0.00017622764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007319058,0.0006940792,0.83492184,0.00005861269,0.000021656559,0.000024998231,0.009906403,0.000040276198,0.0019009117,0.0035871088,0.0035996826,0.14517124],"study_design_scores_gemma":[0.00044046654,0.00005894229,0.9882088,0.00002384265,0.000012741069,0.000100397985,0.00036212913,0.00081656,0.0014405078,0.0019085448,0.006415994,0.00021112131],"about_ca_topic_score_codex":0.003250886,"about_ca_topic_score_gemma":0.0007427939,"teacher_disagreement_score":0.15328692,"about_ca_system_score_codex":0.000038034,"about_ca_system_score_gemma":0.000003534211,"threshold_uncertainty_score":0.4914389},"labels":[],"label_agreement":null},{"id":"W2521946652","doi":"","title":"Modeling Ice Patch Location via GIS Analysis of Topography - Short Paper","year":2011,"lang":"en","type":"article","venue":"CAA 2012","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snow; Physical geography; Geology; Terrain; Elevation (ballistics); Aerial survey; Geography; Remote sensing; Cartography; Geomorphology","score_opus":0.07692808338398367,"score_gpt":0.3588848369904118,"score_spread":0.28195675360642813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521946652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405637,0.0008042964,0.020805383,0.00010052436,0.00058968086,0.00042129785,0.000014537521,0.000040591793,0.036660038],"genre_scores_gemma":[0.9985634,0.00013807316,0.00038291403,0.0003969766,0.00008580722,0.0000661794,0.000025289055,0.000010491687,0.00033084807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885833,0.000093354,0.0003519097,0.0001509855,0.000080395206,0.00046503454],"domain_scores_gemma":[0.9992252,0.00004776139,0.00007269343,0.00026223296,0.0003380994,0.000054004708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042136482,0.00008297398,0.00028140502,0.00017721581,0.0007812383,7.751479e-7,0.000096554686,0.00015111367,0.0017827664],"category_scores_gemma":[0.000018245984,0.00007143949,0.00010476708,0.00052216277,0.000028325414,0.00008998829,0.00006996325,0.00015977386,0.00009454826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007361614,0.00025180864,0.81916094,0.00020836323,0.0020240964,0.0000024177111,0.16919231,0.0011011327,0.00030244232,0.0016752236,0.0020378695,0.0039697583],"study_design_scores_gemma":[0.00079625833,0.00041817952,0.7899428,0.00009476339,0.0060459683,0.0000011382699,0.098540045,0.085215665,0.00010466985,0.0016798369,0.016223129,0.00093753147],"about_ca_topic_score_codex":0.01742594,"about_ca_topic_score_gemma":0.05479362,"teacher_disagreement_score":0.08411453,"about_ca_system_score_codex":0.000053910953,"about_ca_system_score_gemma":0.000057786772,"threshold_uncertainty_score":0.9991297},"labels":[],"label_agreement":null},{"id":"W2525860241","doi":"","title":"The Use of CFD to Understand Thermal Environments Inside Roman Baths: A Transdisciplinary Approach","year":2011,"lang":"en","type":"article","venue":"CAA 2012","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computational fluid dynamics; Heat transfer; Computer science; Thermal comfort; Marine engineering; Architectural engineering; Geology; Mechanical engineering; Mechanics; Meteorology; Engineering; Aerospace engineering; Geography; Physics","score_opus":0.1399927767021412,"score_gpt":0.21247944643269537,"score_spread":0.07248666973055418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525860241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7454126,0.00027563033,0.00072589313,0.00025430994,0.00017345433,0.00032913932,0.000043278564,0.00002221987,0.25276348],"genre_scores_gemma":[0.9763902,0.000017516075,0.00026391298,0.0001702935,0.00009046649,0.000015006663,0.0000083403065,0.000014417906,0.023029847],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993579,0.000050504077,0.00015146489,0.00013010278,0.00009758045,0.00021244006],"domain_scores_gemma":[0.99962497,0.000042633368,0.000036664267,0.00022245335,0.000008903947,0.000064396176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007783998,0.00009784193,0.000113739516,0.000031851032,0.00023091915,0.000017647497,0.00016191725,0.000030225903,0.0014229689],"category_scores_gemma":[0.0000032177702,0.00006406214,0.000055845303,0.00001361093,0.00048241217,0.00018258342,0.00012913707,0.00007656191,0.00005926001],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030480095,0.00034489375,0.00031819762,0.000032728287,0.000119011966,0.000011441782,0.6127724,0.000013075149,0.000542106,0.36942944,0.005903896,0.010207978],"study_design_scores_gemma":[0.00067329453,0.00077186106,0.0100848405,0.000022290647,0.00009146669,0.000010666911,0.051069118,0.00012627248,0.0006610579,0.014355903,0.92168945,0.00044377518],"about_ca_topic_score_codex":0.00018943849,"about_ca_topic_score_gemma":0.00073166797,"teacher_disagreement_score":0.91578555,"about_ca_system_score_codex":0.000009797569,"about_ca_system_score_gemma":0.000009494864,"threshold_uncertainty_score":0.99948984},"labels":[],"label_agreement":null}]}