{"id":"W2062451874","doi":"10.1080/11263504.2014.992997","title":"Palaeoenvironment and land use of Roman peasant farmhouses in southern Tuscany","year":2014,"lang":"en","type":"article","venue":"Plant Biosystems - An International Journal Dealing with all Aspects of Plant Biology","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Peasant; Pasture; Grazing; Geography; Agroforestry; Fodder; Agriculture; Land use; Archaeology; Ecology; Forestry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001415392,0.0001601391,0.0002280318,0.001505199,0.0009115973,0.0006577959,0.0003184956,0.0002145909,0.00357069],"category_scores_gemma":[0.0003309762,0.000133934,0.0001682945,0.002628742,0.001050117,0.000252213,0.000742764,0.0001506504,0.000272421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521245,"about_ca_system_score_gemma":0.0005243089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.113748,"about_ca_topic_score_gemma":0.342913,"domain_scores_codex":[0.9998665,0.00002363537,0.000006057677,0.00002564932,0.00001155664,0.00006656106],"domain_scores_gemma":[0.9998761,0.00002445495,0.00004708814,0.000008183986,0.0000121892,0.00003193563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003781007,0.00007039675,0.9518026,0.0001003299,0.0000790414,0.001290998,0.02351597,0.0002663608,0.004278114,0.0006895863,0.0003629523,0.01716557],"study_design_scores_gemma":[0.000001303492,0.00001182672,0.997065,0.000009424642,0.000003012328,0.00006924933,0.002459886,0.00001822935,0.00002878442,0.00001360454,0.0003184603,0.000001313298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999057,0.0001454634,0.000008616166,0.00001474379,7.749817e-7,0.000001305884,0.00008118046,7.10732e-7,0.0006902178],"genre_scores_gemma":[0.9993758,0.00009750081,0.0000173513,0.00000623743,0.000001388855,0.000002044826,0.0001247271,9.794152e-7,0.0003739666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113748,"threshold_uncertainty_score":0.2261719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425047209016988,"score_gpt":0.2178492297111331,"score_spread":0.1835987576209633,"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."}}