{"id":"W3201430759","doi":"10.1515/opar-2020-0172","title":"Waterscape and Floods Management of Greek Selinus: The Cottone River Valley","year":2021,"lang":"en","type":"article","venue":"Open Archaeology","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sydney; Australian Government","keywords":"Prosperity; Flood myth; Floodplain; Archaeology; Geography; Quarter (Canadian coin); History; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003273599,0.0001140341,0.0002362453,0.00004767353,0.0002958365,0.00001116693,0.0004283729,0.0000414431,0.003848258],"category_scores_gemma":[0.000008071053,0.00008126793,0.00004597232,0.00002813939,0.004612149,0.00009865909,0.001285121,0.0001533264,0.00009413718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001026738,"about_ca_system_score_gemma":0.0000321334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117968,"about_ca_topic_score_gemma":0.002006472,"domain_scores_codex":[0.9989973,0.0001814877,0.0002145329,0.0002632631,0.0001043717,0.0002389881],"domain_scores_gemma":[0.9994085,0.00008836502,0.00007523041,0.0003001759,0.00007715149,0.00005055458],"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":[0.0001134077,0.00009083375,0.001088056,0.0001036843,0.0002543869,0.0004478621,0.3451122,0.00000310415,0.00004025327,0.6369694,0.00717372,0.008603116],"study_design_scores_gemma":[0.001011987,0.0001497021,0.004881712,0.00004835035,0.00009886294,0.0001269059,0.01167769,0.00006285951,0.0000917862,0.02261452,0.959065,0.0001706535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7624197,0.004397341,0.0003007494,0.01193746,0.002179694,0.0006800069,0.00004186895,0.00004093112,0.2180022],"genre_scores_gemma":[0.9306498,0.0007780007,0.001642623,0.001645692,0.0001609294,0.00003705734,0.0000386838,0.00001514771,0.06503213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9518912,"threshold_uncertainty_score":0.9980967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752909573093528,"score_gpt":0.2466036075668187,"score_spread":0.2090745118358834,"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."}}