{"id":"W2332240019","doi":"10.15184/aqy.2015.212","title":"Farming and foraging in Neolithic Ireland: an archaeobotanical perspective","year":2016,"lang":"en","type":"article","venue":"Antiquity","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Cardiff University; University of Hull","keywords":"Foraging; Perspective (graphical); Agriculture; Archaeology; Geography; Ancient history; History; Ecology; Biology; Art","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":[0.0006751678,0.0001857145,0.0002393854,0.001622292,0.001485652,0.00270448,0.0006100307,0.0004592194,0.004751388],"category_scores_gemma":[0.0009957388,0.0002030286,0.0001327148,0.003174434,0.00744881,0.001680758,0.001503632,0.0008236128,0.0002178761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00385201,"about_ca_system_score_gemma":0.002272767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1476069,"about_ca_topic_score_gemma":0.4119817,"domain_scores_codex":[0.9996383,0.000096542,0.00001440896,0.00004590096,0.00002908031,0.0001757497],"domain_scores_gemma":[0.999586,0.0001025244,0.00009944665,0.00003593412,0.0001023853,0.00007369444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001197585,0.0002504583,0.3233075,0.001221327,0.0001568404,0.002821498,0.3364031,0.00167888,0.008386158,0.1022876,0.005105411,0.2171835],"study_design_scores_gemma":[0.00001385001,0.0001069937,0.7045142,0.0005714779,0.00002545165,0.0007881284,0.2049921,0.0003236601,0.0004644364,0.00547428,0.08266969,0.00005575653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939811,0.007330847,0.0004667735,0.002409129,0.00004910804,0.0000101442,0.0001383541,0.000009355993,0.04977534],"genre_scores_gemma":[0.9946488,0.001912654,0.0001944768,0.0001802724,0.00001833577,0.000004030417,0.00003025804,0.000006911878,0.003004315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476069,"threshold_uncertainty_score":0.2934954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573168197333817,"score_gpt":0.247184803956172,"score_spread":0.2314531219828338,"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."}}