{"id":"W2556922838","doi":"","title":"Kommos volume 4-2 (2000) by Joseph W. and Maria C. Shaw","year":2000,"lang":"en","type":"book","venue":"TSpace (University of Toronto)","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Archaeology; Excavation; Art; Art history; Cartography; History; Humanities; Geography; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002174575,0.0002392485,0.0005491209,0.00003153938,0.0008043831,0.00003435246,0.0004995641,0.0004490905,0.05747625],"category_scores_gemma":[0.00003392225,0.0003137115,0.0001643181,0.00004234846,0.001394016,0.00035546,0.0002984779,0.0002341969,0.0001411488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009894812,"about_ca_system_score_gemma":0.0004666992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2639892,"about_ca_topic_score_gemma":0.4738429,"domain_scores_codex":[0.9984863,0.0001081429,0.0001028117,0.0004216423,0.0004942686,0.0003868232],"domain_scores_gemma":[0.99913,0.0001211162,0.0001901254,0.0002468523,0.00009312608,0.0002187516],"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":[0.00005105853,0.00004534797,0.0001161719,0.00004614827,0.0001426778,0.00001681531,0.03081872,1.162007e-7,0.000007247339,0.004760794,0.9052544,0.05874052],"study_design_scores_gemma":[0.0002876672,0.00007394001,0.003865203,0.00007927062,0.0001398257,4.385143e-7,0.008472135,0.000008143511,2.567461e-7,0.0003216803,0.9864291,0.0003223474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006963658,0.003734985,0.00001496062,0.009291049,0.0001396539,0.0002758324,0.0001510521,0.00009441967,0.9856017],"genre_scores_gemma":[0.002690982,0.008031401,0.0002259907,0.00006213793,0.0001566409,1.721648e-7,0.0000273543,0.00001725156,0.9887881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2098536,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387573178120683,"score_gpt":0.243892725702882,"score_spread":0.2300169939216752,"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."}}