{"id":"W6894323260","doi":"10.5284/1124221","title":"Post-Excavation Assessment for an Archaeological Observation, Investigation & Recording - Northampton North West Relief Road Asset Diversion - Chapel Brampton","year":2022,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Excavation; Asset (computer security); Work (physics); Resource (disambiguation); Chapel; Relation (database); Archaeological record","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","sts"],"consensus_categories":[],"category_scores_codex":[0.003548349,0.0002696017,0.0003367647,0.0002617946,0.002504194,0.00006114878,0.00242775,0.0001883161,0.0006425905],"category_scores_gemma":[0.0009587447,0.0003071206,0.00005615368,0.001168005,0.000635391,0.002739582,0.003402285,0.0005421368,0.00003688831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004457238,"about_ca_system_score_gemma":0.0007558687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06947037,"about_ca_topic_score_gemma":0.4519977,"domain_scores_codex":[0.9953259,0.001322984,0.0005400189,0.001155577,0.000870418,0.0007850497],"domain_scores_gemma":[0.9966095,0.0006713287,0.0004999829,0.001297543,0.0006177039,0.0003039208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001767757,0.0002442103,0.9318216,0.00003900682,0.00005968555,0.000004152677,0.03648812,0.0005891285,0.0009705671,0.01989505,0.003817587,0.005894143],"study_design_scores_gemma":[0.001103367,0.0007536033,0.623371,0.00001304727,0.00007126215,0.0000133129,0.009394988,0.01048105,0.00001298378,0.01108606,0.343105,0.0005943165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280873,0.00002248159,0.004078252,0.0639345,0.0009198341,0.001253717,0.001200419,0.0002809417,0.0002225504],"genre_scores_gemma":[0.8877757,0.00009022805,0.03404019,0.01052473,0.000467677,0.0003761807,0.06638508,0.00003835039,0.0003019244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3825274,"threshold_uncertainty_score":0.9999381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233196258009526,"score_gpt":0.3624082102715146,"score_spread":0.239088584470562,"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."}}