{"id":"W4405545954","doi":"10.1017/s006824622400014x","title":"THE FALERII NOVI PROJECT: THE 2023 SEASON","year":2024,"lang":"en","type":"article","venue":"Papers of the British School at Rome","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007824997,0.00008708236,0.00009005451,0.0000148936,0.001401154,0.0003357357,0.0006740676,0.0000558066,0.002676325],"category_scores_gemma":[0.00070968,0.00004046863,0.0001371633,0.0003928163,0.0004494554,0.0001052845,0.0001315415,0.0004057801,0.0004412207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001402781,"about_ca_system_score_gemma":0.0001060678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01211491,"about_ca_topic_score_gemma":0.03239635,"domain_scores_codex":[0.9985553,0.0002260378,0.0001471455,0.000214727,0.0004934519,0.00036334],"domain_scores_gemma":[0.9990758,0.0005140415,0.00003459179,0.0002515824,0.00002831641,0.00009563888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001796014,0.000008163055,0.04223073,0.0000809823,0.0001167722,0.00006759492,0.0001959273,0.0002785535,0.0008556242,0.0001064189,0.06954689,0.8863328],"study_design_scores_gemma":[0.00009147433,0.0001458016,0.7259154,0.000108162,0.00001099077,0.0001170949,0.0001770393,0.0008131624,0.00008824788,0.002787957,0.2696365,0.000108169],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8586656,0.02982886,0.00001221624,0.01593435,0.001145269,0.001407625,0.0002566127,0.0001230293,0.09262639],"genre_scores_gemma":[0.9762127,0.002134544,0.00004324157,0.0002051557,0.000181708,0.00001549364,0.00001219323,0.000004103607,0.02119081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8862246,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370304133130247,"score_gpt":0.2329820462774868,"score_spread":0.2192790049461844,"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."}}