{"id":"W7036042525","doi":"","title":"Ancient DNA Analysis of Salmonid Remains at Housepit 54, Bridge River, British Columbia","year":2024,"lang":"en","type":"article","venue":"The Mathematics Enthusiast","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chinook wind; Ancient DNA; Oncorhynchus; Extinct species; Bridge (graph theory); Fishing; Watershed","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004288691,0.0001248099,0.0004104874,0.00001876244,0.0003496581,0.0001700336,0.0003312066,0.00005786404,0.0009345937],"category_scores_gemma":[0.00006601054,0.00006237041,0.0003073163,0.0009413587,0.0003338435,0.00004706853,0.000256964,0.000095061,0.00007147635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006677218,"about_ca_system_score_gemma":0.000007756182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929748,"about_ca_topic_score_gemma":0.499106,"domain_scores_codex":[0.9987491,0.00005505248,0.0003663305,0.0002834193,0.0002427577,0.0003032884],"domain_scores_gemma":[0.9991549,0.0004481962,0.0001340079,0.0001386527,0.00006180338,0.00006243461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009918329,0.006788828,0.1152061,0.002013879,0.02648099,0.0008172371,0.2923175,0.0003508989,0.1232149,0.002119956,0.3687647,0.06182575],"study_design_scores_gemma":[0.00005279802,0.00008378496,0.9879028,0.00006249185,0.000677848,0.00002569708,0.0002074604,0.0009311883,0.0001032581,0.0001622494,0.009628891,0.000161565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958935,0.0007937671,0.00002092263,0.00027698,0.0001851749,0.0002579124,0.0003166985,0.00009371313,0.002161304],"genre_scores_gemma":[0.9966838,0.0002947137,0.0001368549,0.00009774662,0.00009680335,0.00002861493,0.000008499509,0.000002260418,0.002650693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8726966,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091279140648201,"score_gpt":0.2263332951967003,"score_spread":0.1954205037902182,"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."}}