{"id":"W4367321710","doi":"10.1163/16000390-20210022","title":"Style, Function, and Design Influence in Early Classical Western Greece","year":2023,"lang":"en","type":"article","venue":"Acta Archaeologica","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cult; Style (visual arts); Battle; Victory; Architecture; Politics; Ancient history; History; Period (music); Urbanism; Archaeology; Art; Aesthetics; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007242386,0.0001111965,0.0001928359,0.0001057567,0.0003675714,0.00003388763,0.0002387402,0.0001165811,0.00002285767],"category_scores_gemma":[0.001303532,0.00009145883,0.00002977062,0.0006740825,0.001690697,0.0002189415,0.0004521398,0.0002218217,0.0001165404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499976,"about_ca_system_score_gemma":0.00004314832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006301565,"about_ca_topic_score_gemma":0.007342608,"domain_scores_codex":[0.9984067,0.0003358092,0.0001751683,0.0003250199,0.0002934924,0.0004638233],"domain_scores_gemma":[0.9986084,0.001051854,0.00004688647,0.0001245694,0.00005453719,0.0001137183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000922193,0.00005713394,0.9457936,0.000009787561,0.00002012768,0.00006066151,0.02252017,0.00001337022,0.0005086219,0.0180366,0.002163704,0.01072405],"study_design_scores_gemma":[0.0001768618,0.0001571299,0.9411055,0.00001395938,0.000005331045,6.405227e-7,0.0009807852,0.00003376337,0.000006855717,0.02688287,0.0305137,0.0001225507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958727,0.00004033325,0.0001426972,0.03964314,0.00007551553,0.0002394164,0.00000173333,0.0002139628,0.0009162132],"genre_scores_gemma":[0.9958978,0.0004073079,0.0001811389,0.0004224034,0.00007802859,0.00004164689,8.625784e-7,0.00000598737,0.002964836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03922074,"threshold_uncertainty_score":0.6229445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05795627323214651,"score_gpt":0.3109095480552023,"score_spread":0.2529532748230558,"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."}}