{"id":"W3214688645","doi":"","title":"Volume XLVI-4/W4-2021, 2021 | ISPRS TC IV 16th 3D GeoInfo Conference 2021: 11–14 October 2021, New York City, USA","year":2021,"lang":"en","type":"article","venue":"","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Calgary","funders":"","keywords":"Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus disease 2019 (COVID-19); Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001151255,0.001959719,0.001203828,0.0041041,0.001528439,0.006386635,0.001391897,0.001665569,0.5340235],"category_scores_gemma":[0.00394682,0.0008662356,0.0009344536,0.006200375,0.0006368631,0.003424811,0.002016889,0.002373741,0.4568318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744525,"about_ca_system_score_gemma":0.003057982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05084468,"about_ca_topic_score_gemma":0.06498523,"domain_scores_codex":[0.998963,0.00006978647,0.00005567005,0.0001094046,0.0006986053,0.0001036812],"domain_scores_gemma":[0.9975523,0.0002651469,0.00009634606,0.0003280141,0.001476862,0.0002813353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002854807,0.00001877655,0.0001192108,0.0001285389,0.00000332124,0.000009660722,0.00001018466,0.0001748703,0.0002089666,0.0002001789,0.98665,0.01244755],"study_design_scores_gemma":[0.00002882763,0.00001486347,0.001671427,0.0002000129,0.000005132671,0.00001804094,0.00006356019,0.0003284036,0.0004755282,0.0006966806,0.9964811,0.00001645273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001736012,0.00135904,0.006383476,0.002203874,0.01274423,0.0007507917,0.6032307,0.01070366,0.3608883],"genre_scores_gemma":[0.004872721,0.001937688,0.006357073,0.0006373621,0.001495251,0.0006108246,0.558238,0.007984993,0.4178661],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5340235,"threshold_uncertainty_score":0.664659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990134136330816,"score_gpt":0.2281797176850548,"score_spread":0.1882783763217467,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}