{"id":"W6912603540","doi":"10.5281/zenodo.4298906","title":"Pingo Canadian Landmark. Ultra high resolution orthomosaic.","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"European Commission","keywords":"High resolution; Calibration; Work (physics); Geographic information system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005612498,0.000108718,0.0001093785,0.0001352451,0.002311131,0.0003129918,0.0006205078,0.00007607501,0.06170362],"category_scores_gemma":[0.001225296,0.00009975079,0.00003864219,0.0005864619,0.0001667119,0.0002318726,0.00009928105,0.0003652687,0.01413996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003496471,"about_ca_system_score_gemma":0.0000132199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01828234,"about_ca_topic_score_gemma":0.00137509,"domain_scores_codex":[0.9981942,0.000393487,0.0001650985,0.0003597774,0.000356257,0.0005312333],"domain_scores_gemma":[0.9987521,0.00003649456,0.00004553332,0.0001771726,0.0001960972,0.0007926653],"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":[0.0004402541,0.00001933553,0.0008108834,0.00007845652,0.00004674424,0.0001089719,0.00152703,0.001570595,0.0009535215,0.002557707,0.1186901,0.8731964],"study_design_scores_gemma":[0.0002633785,0.0005604131,0.02337771,0.000008956808,0.000004038233,0.00004225507,0.0001283895,0.002276267,0.0001247475,0.0009054202,0.9721556,0.0001528244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2236135,0.0005643786,0.0233718,0.0344313,0.0003702593,0.002188439,0.002878706,0.002548808,0.7100328],"genre_scores_gemma":[0.9954837,0.0001042367,0.0004104697,0.0006930077,0.0002155055,1.40694e-8,0.002815176,0.0001168019,0.0001610768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8730436,"threshold_uncertainty_score":0.9989877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920202374900036,"score_gpt":0.2079497407068573,"score_spread":0.168747716957857,"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."}}