{"id":"W15958129","doi":"10.1111/j.1085-9489.2005.0010208.x","title":"Decorazioni pittoriche, a stucco e a finto marmo","year":2002,"lang":"en","type":"article","venue":"","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":[0.00008195313,0.00009714274,0.0001123058,0.0000867718,0.0003524064,0.00001945327,0.0001334225,0.00003423087,0.1086382],"category_scores_gemma":[0.00001741416,0.00007995543,0.00006063828,0.00002130693,0.0004389507,0.0001254941,0.0000380876,0.0001163511,0.004774506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003212487,"about_ca_system_score_gemma":0.000007072863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006169833,"about_ca_topic_score_gemma":0.00107466,"domain_scores_codex":[0.9993474,0.00002412818,0.0001346359,0.0001634941,0.0001166194,0.0002136865],"domain_scores_gemma":[0.9996526,0.0000420757,0.00003330603,0.000157001,0.00004237773,0.00007262331],"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":[0.000008768338,0.00009598507,0.0003871894,0.00001041981,0.00001702377,0.00002161204,0.09086578,2.995434e-7,0.0000064997,0.312528,0.5907123,0.005346118],"study_design_scores_gemma":[0.0002058178,0.00007050304,0.0002576268,0.00000486097,0.000009640403,0.000004533794,0.001037157,0.0001926633,0.00000427712,0.001386815,0.9967044,0.0001217158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03369283,0.001109903,0.0001739363,0.001164743,0.001970638,0.0001010151,0.000004207618,0.0001891346,0.9615936],"genre_scores_gemma":[0.6398864,0.00004036638,0.0001306057,0.001538264,0.0007156223,0.00001273313,0.000003216787,0.000009261594,0.3576635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6061935,"threshold_uncertainty_score":0.9960004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466739825288408,"score_gpt":0.1868065156184667,"score_spread":0.1221391173655826,"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."}}