{"id":"W6912877155","doi":"10.5284/1004475","title":"Sign Assembly Erection, Birdoswald Roman Fort, Gilsland, Brampton, Cumbria: Archaeological Recording","year":2009,"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":false,"ca_institutions":"","funders":"","keywords":"Sign (mathematics); Archaeological science; Assemblage (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004451745,0.0003134556,0.0002482597,0.00211317,0.002496733,0.00110532,0.0006733782,0.0003910258,0.08157893],"category_scores_gemma":[0.001398191,0.0002857875,0.0001024875,0.003678118,0.000589805,0.0005264683,0.001245308,0.0006479961,0.01959565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033374,"about_ca_system_score_gemma":0.00231655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08459997,"about_ca_topic_score_gemma":0.4583649,"domain_scores_codex":[0.9997007,0.00004138586,0.00001987314,0.00005578974,0.0001030152,0.00007928875],"domain_scores_gemma":[0.9993823,0.00007636361,0.00008982768,0.0001094785,0.0002013109,0.0001407171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007499277,0.00007941799,0.05590614,0.000432424,0.00001952885,0.002029133,0.01002627,0.0004422038,0.01106491,0.001545633,0.6350806,0.2826239],"study_design_scores_gemma":[0.00001625805,0.00004983748,0.2153773,0.0001130973,0.00001081223,0.0003929151,0.005107143,0.0001300372,0.001942888,0.00007915653,0.7767572,0.00002322898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4603631,0.002880774,0.002112224,0.00215612,0.001102083,0.0006181374,0.1075912,0.00084834,0.4223281],"genre_scores_gemma":[0.2449862,0.00111602,0.004348617,0.000186638,0.0001186867,0.000375407,0.03397974,0.0006929596,0.7141957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08459997,"threshold_uncertainty_score":0.2729087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328612665711608,"score_gpt":0.2447980307365342,"score_spread":0.2119367641653734,"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."}}