{"id":"W6968112035","doi":"10.5281/zenodo.13354104","title":"Non-destructive research in the surroundings of the Roman Fort Tibiscum (today Romania)","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excavation; Settlement (finance); Dozen; Prospection; Quarter (Canadian coin); Human settlement; Rural settlement","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":["insufficient_payload"],"category_scores_codex":[0.001028768,0.00009876936,0.0001491719,0.0001016824,0.004038129,0.0001650526,0.001274247,0.00003776314,0.003036835],"category_scores_gemma":[0.0003579294,0.00006435774,0.00006070641,0.0003576168,0.001382302,0.0001552769,0.001277986,0.0005248258,0.0007998056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009247327,"about_ca_system_score_gemma":0.000004738156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905032,"about_ca_topic_score_gemma":0.00003650409,"domain_scores_codex":[0.9982488,0.0004908993,0.0002208013,0.0002625179,0.00045839,0.0003185942],"domain_scores_gemma":[0.9991513,0.00008826071,0.00007919398,0.0002729805,0.0003508168,0.00005742394],"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":[0.0001126046,0.0001214388,0.0001749566,0.00008251577,0.00005023693,0.00001262241,0.2226515,0.000003919835,0.000281139,0.6089648,0.1628396,0.004704711],"study_design_scores_gemma":[0.0002308945,0.0002803906,0.003750064,0.00002040622,0.000008379534,0.000008145933,0.01073109,0.00002848013,0.00003380017,0.004059539,0.9807678,0.0000809609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2545806,0.000141711,0.00005272146,0.01726647,0.0002057297,0.0007823543,0.00007632749,0.0001436816,0.7267504],"genre_scores_gemma":[0.9984003,0.00002700787,0.000008864185,0.0002677493,0.000256817,1.288411e-7,0.00003698872,0.0002127665,0.0007894288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8179283,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09306420410248979,"score_gpt":0.2587736873545728,"score_spread":0.165709483252083,"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."}}