{"id":"W6958434016","doi":"10.6084/m9.figshare.29196870","title":"Calibrated δ13C and δ15N Results from Changes in Inuit Hunting Practices Coinciding with the Introduction of Firearms in Nunatsiavut: Evidence from Stable Isotope Analysis of Ringed Seals","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isotope analysis; Stable isotope ratio; Qualitative analysis; Statistical analysis; Stability (learning theory)","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":[0.0001369686,0.00007593596,0.0002025752,0.00002765043,0.00005793932,0.00002439285,0.0001119601,0.0000392936,0.002363307],"category_scores_gemma":[0.0006108597,0.00002901462,0.00001741039,0.0007730576,0.00002272949,0.0001057677,0.0001382678,0.00007386801,0.000001315601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831296,"about_ca_system_score_gemma":0.000005615928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01276423,"about_ca_topic_score_gemma":0.1819813,"domain_scores_codex":[0.9992935,0.00008315183,0.0001745913,0.0002337422,0.0001128197,0.0001021918],"domain_scores_gemma":[0.998971,0.0006622674,0.0002742171,0.00005702892,0.00002319284,0.00001225291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000374245,0.00008249224,0.7687717,0.00006435951,0.000291891,0.000003979196,0.005546127,0.001211348,0.2105567,9.685285e-7,0.001808162,0.01128796],"study_design_scores_gemma":[0.00009773856,0.00004255783,0.978543,0.0004853457,0.00005475405,5.300188e-8,0.003959366,0.0004969955,0.01589184,0.000006608858,0.0003671217,0.0000545525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832298,0.001007486,4.375416e-8,0.002115846,0.000005458685,0.0001347951,0.01346389,0.000004942977,0.00003772158],"genre_scores_gemma":[0.9975882,0.0001197731,0.00002759969,0.00002767497,0.00002638701,0.00002054165,0.002151069,4.906756e-7,0.00003822296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2097713,"threshold_uncertainty_score":0.9985487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559676439508476,"score_gpt":0.246015812821156,"score_spread":0.2004190484260712,"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."}}