{"id":"W7065932452","doi":"","title":"The Exploration of Ancient Stymphalos, 1982-2002","year":2005,"lang":"en","type":"book-chapter","venue":"Bergen Open Research Archive (BORA) (University of Bergen)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Byzantine architecture; Period (music); Middle Ages; Ancient city; Hellenistic period; Prehistory","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":["insufficient_payload"],"category_scores_codex":[0.0007444014,0.0002968255,0.0004814383,0.0003451231,0.0009788009,0.0001021528,0.001662392,0.0001127738,0.01732219],"category_scores_gemma":[0.00003969881,0.0002911913,0.0003270333,0.0001942578,0.0006657529,0.0007096734,0.00143193,0.0006467536,0.00145805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113464,"about_ca_system_score_gemma":0.0006712879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007475837,"about_ca_topic_score_gemma":0.006055806,"domain_scores_codex":[0.9975088,0.0001940341,0.0004025723,0.0005231765,0.000853415,0.0005180523],"domain_scores_gemma":[0.9967014,0.0008178088,0.000473858,0.0008664382,0.0008767179,0.0002637489],"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":[0.0004326981,0.0004433663,0.0001863306,0.0000597927,0.0007665103,0.00002307305,0.001172825,0.0005019276,0.0004443528,0.57519,0.3895198,0.03125932],"study_design_scores_gemma":[0.0006108915,0.0002522726,0.0003746579,0.0002152889,0.00009474609,7.510725e-7,0.001940776,0.000403811,0.0003102591,0.0183677,0.9771272,0.0003016716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001489046,0.0001851155,0.002676844,0.0007908196,0.0003003908,0.001290707,0.002762882,0.00001290172,0.9904913],"genre_scores_gemma":[0.03711046,0.001409743,0.003083105,0.00001373139,0.0003437672,0.00001022418,0.000866754,0.00007377497,0.9570884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5876074,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06674813202600248,"score_gpt":0.3033616514577216,"score_spread":0.2366135194317191,"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."}}