{"id":"W2147380726","doi":"10.7202/010796ar","title":"Identifying Pre-Dorset structural features on southern Baffin Island: Challenges and considerations for alternative sampling methods","year":2005,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sampling (signal processing); Archaeology; Geography; Component (thermodynamics); Geology; Oceanography; Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009053869,0.0007709111,0.0009059903,0.003418484,0.002059128,0.00145976,0.002542574,0.0009792933,0.001956902],"category_scores_gemma":[0.01307972,0.0004115243,0.0002874767,0.002477656,0.001489233,0.0009647419,0.001720732,0.0006380402,0.0006887889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299444,"about_ca_system_score_gemma":0.002463847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1345846,"about_ca_topic_score_gemma":0.4889085,"domain_scores_codex":[0.994117,0.003590274,0.0003683419,0.0005684389,0.001019476,0.0003364129],"domain_scores_gemma":[0.9928049,0.003467117,0.0007100089,0.0005231237,0.002186961,0.0003077853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002518847,0.0001308188,0.7177759,0.0008282968,0.00007546972,0.0007938666,0.007039721,0.001672063,0.01239402,0.001281921,0.001054016,0.256702],"study_design_scores_gemma":[0.00005698579,0.0006217821,0.9305743,0.0006917171,0.0001151431,0.001311013,0.03316661,0.009045492,0.005527885,0.002037031,0.01675247,0.00009969274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757845,0.004102889,0.0974847,0.002772687,0.0001703653,0.001868071,0.0008156317,0.0001185546,0.01688261],"genre_scores_gemma":[0.8162755,0.002029537,0.1723191,0.0006567147,0.00007522263,0.002192465,0.0007903675,0.00004381868,0.005617246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8654155,"threshold_uncertainty_score":0.2676024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314051068087563,"score_gpt":0.3718311011467536,"score_spread":0.2404259943379973,"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."}}