{"id":"W3043550886","doi":"","title":"Banknote Quality in Australia | Bulletin – June Quarter 2012","year":2012,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Banknote; Quarter (Canadian coin); Quality (philosophy); Computer science; Geography; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002100779,0.0002218588,0.0003576875,0.0001880444,0.0001020627,0.00001799044,0.00031696,0.0001759845,0.07066785],"category_scores_gemma":[0.0003336808,0.000181695,0.0001258907,0.0002789361,0.0002887771,0.0001632803,0.00005005423,0.000499898,0.008072891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001110906,"about_ca_system_score_gemma":0.00002083596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004480248,"about_ca_topic_score_gemma":0.001516576,"domain_scores_codex":[0.9971116,0.0005001149,0.0005929951,0.0003262087,0.0005452528,0.0009237879],"domain_scores_gemma":[0.9986781,0.0004065471,0.0001603215,0.0003065949,0.00005574586,0.0003926216],"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":[0.002002765,0.000427176,0.3263589,0.0003142478,0.00008509718,0.00003429165,0.002029081,0.0005855348,0.00141616,0.001108933,0.660957,0.004680703],"study_design_scores_gemma":[0.0003876727,0.0001833238,0.4678838,0.00002494334,0.0000045801,0.000008185929,0.00006551058,0.00002473515,0.0002810197,0.0008463418,0.5300798,0.0002100397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3141207,0.002238541,0.001385767,0.6688536,0.001635309,0.001533263,0.0002591794,0.000201835,0.0097718],"genre_scores_gemma":[0.9969798,0.00009913178,0.001649727,0.0002710605,0.000280203,0.000008826267,0.00007188597,0.000006096278,0.0006332522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6828591,"threshold_uncertainty_score":0.9926994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06118993030938886,"score_gpt":0.3065411695710525,"score_spread":0.2453512392616637,"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."}}