{"id":"W7097753413","doi":"","title":"Southampton French Quarter 1382 Specialist Report Download F8: Glass","year":2015,"lang":"en","type":"article","venue":"","topic":"Historical Architecture and Urbanism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Excavation; Assemblage (archaeology); Period (music); Stained glass","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":["insufficient_payload"],"category_scores_codex":[0.0001683908,0.0001680374,0.0002131349,0.00006939145,0.0001956058,0.0001467439,0.0001569157,0.00005296584,0.00877927],"category_scores_gemma":[0.00003618293,0.0001186967,0.0001096124,0.00003289811,0.0001497313,0.0001070025,0.00003728851,0.0001594807,0.002369851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007187423,"about_ca_system_score_gemma":0.00005986544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032135,"about_ca_topic_score_gemma":0.006170644,"domain_scores_codex":[0.9987864,0.00002921099,0.0003135823,0.000274983,0.0003262249,0.0002695527],"domain_scores_gemma":[0.9992408,0.00002641866,0.00007825618,0.0003202637,0.0001256927,0.0002085254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008475349,0.00006929722,0.0002085706,0.000004714599,0.00001883423,0.0001355498,0.0340889,7.252174e-7,0.00002252062,0.04382092,0.9206176,0.001003836],"study_design_scores_gemma":[0.0002318502,0.0001107265,0.00006101287,0.000003774122,0.00001661118,0.00003131931,0.0009373156,0.000005798054,0.00006021056,0.006634423,0.9916967,0.0002102725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01099454,0.0000906608,0.0004256767,0.001515844,0.002270709,0.0001118353,0.00002563041,0.0001931693,0.984372],"genre_scores_gemma":[0.6449929,7.71235e-7,0.0001556555,0.0008337929,0.003914101,0.00001342604,0.00007196153,0.00001388176,0.3500035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6343684,"threshold_uncertainty_score":0.9984069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829642091552104,"score_gpt":0.2207594953277952,"score_spread":0.1824630744122741,"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."}}