{"id":"W4210896327","doi":"10.35305/cl.vi18.73","title":"Isotopes and ideograms:","year":2021,"lang":"en","type":"article","venue":"Claroscuro","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pastoralism; Human settlement; Grazing; Geography; Animal husbandry; Livestock; Ethnology; History; Archaeology; Biology; Ecology; Agriculture","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":[0.003546065,0.0004365842,0.0003873122,0.005414845,0.004219754,0.007205032,0.0009279887,0.001300669,0.03894108],"category_scores_gemma":[0.01072272,0.0003591794,0.0002613099,0.005756651,0.00846506,0.008021872,0.003038773,0.001969878,0.00730387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980783,"about_ca_system_score_gemma":0.001530903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027297,"about_ca_topic_score_gemma":0.005243956,"domain_scores_codex":[0.9972454,0.001392212,0.0001527759,0.0003637069,0.0006202204,0.0002257642],"domain_scores_gemma":[0.9946772,0.002928872,0.0004292465,0.000783923,0.000939328,0.0002413781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002934099,0.000005570329,0.0002913608,0.00005231774,0.000002200538,0.00006112079,0.007399144,0.00003509714,0.00007754887,0.9659337,0.01021059,0.01590201],"study_design_scores_gemma":[0.00002188439,0.00001293754,0.0008577927,0.0002312273,0.000007157853,0.000227494,0.009317763,0.0004218484,0.0003681621,0.2747992,0.7137191,0.00001539694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01099397,0.00212941,0.0157297,0.005261471,0.001299001,0.00007995548,0.0009063579,0.0002089015,0.9633912],"genre_scores_gemma":[0.5975387,0.004602907,0.03754817,0.002064002,0.001881546,0.0003950142,0.00244277,0.001151613,0.3523753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03894108,"threshold_uncertainty_score":0.1302709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315272042881614,"score_gpt":0.2015322766204683,"score_spread":0.1783795561916522,"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."}}