{"id":"W3122320725","doi":"10.1484/j.ham.5.121713","title":"Scultura altomedievale e analisi delle corrispondenze: l’atelier Piemontese-Provenzale (o la ‘Bottega delle Alpi Marittime’ quarant’anni dopo)","year":2020,"lang":"it","type":"article","venue":"Hortus Artium Medievalium","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seriation (archaeology); Middle Ages; Chronology; Period (music); Archaeology; Quarter (Canadian coin); History; Humanities; Art; Visual arts","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001975095,0.001877069,0.002428338,0.0005216053,0.001743386,0.0005984658,0.001881473,0.000857435,0.01854896],"category_scores_gemma":[0.001041041,0.001597698,0.001199867,0.0007044211,0.003176385,0.0006792035,0.001252476,0.00268923,0.004486689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735178,"about_ca_system_score_gemma":0.000582315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324539,"about_ca_topic_score_gemma":0.002197708,"domain_scores_codex":[0.9880652,0.001583806,0.002508207,0.002497541,0.002305348,0.003039892],"domain_scores_gemma":[0.9930936,0.001272026,0.0009201173,0.001519095,0.0008243856,0.002370822],"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":[0.004559156,0.001746536,0.003412161,0.002391814,0.002408237,0.003313087,0.2648914,0.0005024204,0.005886816,0.03369942,0.6663326,0.01085636],"study_design_scores_gemma":[0.003640696,0.002196588,0.0007121539,0.0004150328,0.001103198,0.0001969738,0.01054074,0.008647609,0.001980092,0.001591622,0.9668151,0.002160246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4887834,0.04248593,0.002125513,0.1167938,0.01696274,0.00635122,0.002716223,0.002157738,0.3216235],"genre_scores_gemma":[0.9213533,0.003159058,0.0004718836,0.01416979,0.01110618,0.0002065071,0.0006864686,0.0004026766,0.04844407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.43257,"threshold_uncertainty_score":0.9996116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276692361307317,"score_gpt":0.2438246738427476,"score_spread":0.2110577502296744,"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."}}