{"id":"W6950589640","doi":"10.5284/1133823","title":"Trial trenching, Normanton Le Heath, Heather Lane, Diamond Wood, Leicestershire","year":2012,"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":"Canadian Heritage","funders":"","keywords":"Horizon; Excavation; Natural (archaeology); World heritage; Topsoil","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005489462,0.0002182791,0.0002681866,0.00006175682,0.0003801944,0.000006295693,0.0009201202,0.0001281487,0.001666621],"category_scores_gemma":[0.00002200246,0.0001788671,0.00003664671,0.0001555751,0.0005634686,0.0008216485,0.0006305467,0.0002712279,0.000939658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004139306,"about_ca_system_score_gemma":0.00002506562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008537743,"about_ca_topic_score_gemma":0.03898349,"domain_scores_codex":[0.9982184,0.0002055751,0.0002413818,0.0004291071,0.0001784784,0.0007270425],"domain_scores_gemma":[0.9987976,0.0002304743,0.00008701194,0.0006860198,0.000007507868,0.0001913968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001072405,0.00009973499,0.9842229,0.00001683534,0.00006376146,0.00001307587,0.004913471,0.00003105131,0.00001142362,0.0001789524,0.0009624584,0.008413852],"study_design_scores_gemma":[0.007566112,0.0003587234,0.8229743,0.00001512655,0.00006384085,0.0001070154,0.001255616,0.0008917115,0.00004653524,0.001126186,0.1651377,0.0004571383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851376,0.003495608,0.0001204123,0.003550985,0.0007718342,0.0002568327,0.0003674066,0.00006265046,0.006236706],"genre_scores_gemma":[0.9925364,0.0003281983,0.001006361,0.002691601,0.0004427203,0.000004473189,0.002451626,0.000006614004,0.0005320413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641753,"threshold_uncertainty_score":0.9998382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04696704587623481,"score_gpt":0.2444092827630799,"score_spread":0.197442236886845,"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."}}