{"id":"W2123116616","doi":"10.1016/j.jasrep.2015.08.019","title":"Isotopic and zooarchaeological approaches towards understanding aquatic resource use in human economies and animal management in the prehistoric Scottish North Atlantic Islands","year":2015,"lang":"en","type":"article","venue":"Journal of Archaeological Science Reports","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cardiff University; Natural Environment Research Council; Sight Research UK; McGill University","keywords":"Prehistory; Bronze Age; Zooarchaeology; Geography; Archaeology; Resource (disambiguation); Ecology; Bronze; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000732958,0.0001798664,0.000129145,0.00242981,0.0007349562,0.0008833409,0.0003870231,0.0002032321,0.001877846],"category_scores_gemma":[0.001166641,0.0001154456,0.0001515187,0.002530297,0.001203962,0.000602919,0.0009031921,0.0002195963,0.00011776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008908338,"about_ca_system_score_gemma":0.0006793688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1255097,"about_ca_topic_score_gemma":0.2938603,"domain_scores_codex":[0.9998286,0.00005621096,0.00001132616,0.0000232865,0.00004035074,0.00004014409],"domain_scores_gemma":[0.9994936,0.0001040444,0.0001708202,0.00003518158,0.0001225817,0.00007371552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006451543,0.00004299942,0.9322299,0.00009003447,0.00005315039,0.0002483934,0.009899247,0.0002611644,0.003513812,0.002840713,0.0003138075,0.05044219],"study_design_scores_gemma":[9.652812e-7,0.00001353057,0.9928833,0.0000154538,0.00000515782,0.00004367909,0.005376221,0.0001536097,0.0001027347,0.0003380462,0.001063944,0.000003364843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932018,0.0006739261,0.0004993148,0.000169101,0.00000610335,0.000006448943,0.0001546613,0.00000281955,0.005285799],"genre_scores_gemma":[0.9982323,0.0004267641,0.0006947145,0.00004394398,0.000007662596,0.000005902735,0.00009678593,0.000001669995,0.0004903537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255097,"threshold_uncertainty_score":0.2495583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095732934906578,"score_gpt":0.240692699540279,"score_spread":0.1311194060496212,"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."}}