{"id":"W4292513408","doi":"10.7202/1091246ar","title":"World Views: Cartographers, Artisanship and Epistemology in Early Modern Italy","year":2022,"lang":"en","type":"article","venue":"Material Culture Review","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Painting; Agency (philosophy); Object (grammar); Visual arts; Aesthetics; History; Sociology; Epistemology; Art; Social science; Computer science; Artificial intelligence; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003255004,0.000182904,0.0004167216,0.00001309662,0.0002087996,0.00005242201,0.0002027479,0.0000507681,0.001564796],"category_scores_gemma":[0.000009751968,0.00007136713,0.0001093767,0.0004837328,0.00004369614,0.00009188871,0.0001588802,0.0001884116,0.00001774845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002540132,"about_ca_system_score_gemma":0.000003786394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002720898,"about_ca_topic_score_gemma":0.001552216,"domain_scores_codex":[0.998565,0.0003387746,0.0003252709,0.0003435102,0.0001619693,0.0002654555],"domain_scores_gemma":[0.9997129,0.00001974486,0.0001006314,0.00006930654,0.00001870795,0.00007871826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005184627,0.00103034,0.04621365,0.004104468,0.0001818027,0.001187117,0.006722353,0.00000781974,0.2953571,0.007863875,0.2003427,0.4364704],"study_design_scores_gemma":[0.0001346219,0.0002520103,0.01603782,0.0002723222,0.00003669248,0.0001085887,0.00008624946,9.428457e-7,0.00007987524,0.001302329,0.9814289,0.0002596996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856093,0.1060638,2.477331e-7,0.003301658,0.0003542327,0.0007243152,0.0001141626,0.00006320432,0.003769075],"genre_scores_gemma":[0.9867132,0.008732828,0.00004105295,0.00207454,0.0003275176,0.0002158462,0.0002134469,0.000001974695,0.001679564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7810862,"threshold_uncertainty_score":0.9993479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102978849206141,"score_gpt":0.2421580222165231,"score_spread":0.2111282337244617,"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."}}