{"id":"W4285230808","doi":"10.24894/2673-2963.00071","title":"Epigraphica Helvetica","year":2022,"lang":"en","type":"article","venue":"Museum Helveticum","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005005914,0.0008121576,0.0005186131,0.003277525,0.00186146,0.003456851,0.0005971356,0.0006907412,0.1912767],"category_scores_gemma":[0.001082199,0.0003121134,0.0002677977,0.005055468,0.001045139,0.00211382,0.00241174,0.001313527,0.05299423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854962,"about_ca_system_score_gemma":0.002143256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02106703,"about_ca_topic_score_gemma":0.03373164,"domain_scores_codex":[0.9997392,0.00006646608,0.00001789835,0.00004120165,0.00008689247,0.00004839409],"domain_scores_gemma":[0.9996526,0.00005553847,0.00002905259,0.00004669129,0.0001822324,0.00003381508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005960746,0.00001661491,0.0005359584,0.0005688107,0.000008005598,0.000219742,0.004555796,0.0000703351,0.0006407622,0.01635867,0.8685808,0.108385],"study_design_scores_gemma":[9.623656e-7,0.000001395078,0.0004299984,0.00008148174,5.867561e-7,0.00003014281,0.0002365076,0.000002504026,0.00001995359,0.000225738,0.9989697,0.000001049495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005288754,0.07360686,0.001216645,0.01008987,0.01825498,0.0001107161,0.007682132,0.0004581467,0.8832919],"genre_scores_gemma":[0.01780267,0.02204959,0.0006060273,0.001986434,0.002864287,0.0001352127,0.003737126,0.0003845537,0.9504341],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1912767,"threshold_uncertainty_score":0.6398844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425152296459702,"score_gpt":0.1812725574353614,"score_spread":0.1570210344707643,"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."}}