{"id":"W6931794911","doi":"10.5284/1105019","title":"Evaluation at Unit 2, St Johns Business Park, Huntingdon","year":2022,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excavation; Overburden; Grading (engineering); Deposition (geology); Unit (ring theory)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001590714,0.000146632,0.0001664322,0.00008205299,0.001121194,0.000003275132,0.001052022,0.00004416363,0.0213903],"category_scores_gemma":[0.00007400814,0.0001406559,0.00001674118,0.0004825929,0.0004546703,0.0002483472,0.002857421,0.0002294283,0.0006135223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000179905,"about_ca_system_score_gemma":0.00005470863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005186534,"about_ca_topic_score_gemma":0.06673427,"domain_scores_codex":[0.9977858,0.0005488219,0.000197067,0.0005498544,0.0005087406,0.000409736],"domain_scores_gemma":[0.9989145,0.0002170756,0.0001094018,0.0006429468,0.00004829649,0.00006771596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006325579,0.00002599729,0.9775673,0.00001118231,0.00004738268,0.00001933746,0.0009817829,0.00640141,0.00001481423,0.00004944914,0.0008944984,0.01392365],"study_design_scores_gemma":[0.0003410075,0.00005653083,0.8057235,0.000002171876,0.0000583852,0.00006594459,0.0005438584,0.02117368,0.000005420414,0.001271587,0.1706125,0.0001454058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873922,0.0009781099,0.00005247135,0.006225574,0.0005021867,0.0002538745,0.001569382,0.00004420445,0.002981962],"genre_scores_gemma":[0.9820071,0.0002465159,0.0003820927,0.003321954,0.00007597854,0.00001295231,0.01371671,0.000005040471,0.0002316245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718438,"threshold_uncertainty_score":0.9795043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07269895387610473,"score_gpt":0.2581371813939632,"score_spread":0.1854382275178585,"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."}}