{"id":"W4281680411","doi":"10.1101/2022.06.03.494519","title":"Ancient DNA evidence for the ecological globalisation of cod fishing in medieval and post-medieval Europe","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Ciencia e Innovación; University of Oxford; European Commission; Leverhulme Trust; Norges Forskningsråd; Norwegian Sequencing Centre; European Molecular Biology Organization","keywords":"Icelandic; Range (aeronautics); Fishing; Geography; Eleventh; Atlantic cod; Fish <Actinopterygii>; Globalization; Chronology; Ancient DNA; Fishery; Ecology; Archaeology; Biology; Demography; Gadus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007669302,0.0001622957,0.0001654824,0.001594583,0.000363466,0.0009317647,0.000176656,0.0002511865,0.002076759],"category_scores_gemma":[0.0009929631,0.000132866,0.0001462887,0.001736122,0.001188473,0.0002930947,0.0008764233,0.0003647618,0.0001347348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005718654,"about_ca_system_score_gemma":0.0002432291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008919085,"about_ca_topic_score_gemma":0.01855746,"domain_scores_codex":[0.9998361,0.0000231268,0.00001400348,0.00006777297,0.00003389478,0.00002515938],"domain_scores_gemma":[0.9992481,0.000168638,0.0002727092,0.00007996736,0.0001538753,0.00007675189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007189287,0.00003139423,0.8843257,0.0002194859,0.00037034,0.0009349515,0.007839369,0.0009196553,0.04716833,0.003518181,0.0003266256,0.05362703],"study_design_scores_gemma":[0.000005919745,0.00001269294,0.9956417,0.00004222982,0.00002128126,0.0001938974,0.0008139176,0.0001003132,0.0009213169,0.0002727156,0.001967632,0.00000621115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996074,0.0008787889,0.0003919736,0.0001048487,0.000008584036,0.000001668105,0.0002212636,0.000004549548,0.002314533],"genre_scores_gemma":[0.9985617,0.0005312589,0.0003000773,0.00002554184,0.00001115491,0.000001517607,0.0001811152,0.000003908572,0.0003838358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008919085,"threshold_uncertainty_score":0.01773435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471523439483486,"score_gpt":0.2886583706249656,"score_spread":0.2539431362301307,"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."}}