{"id":"W2431071921","doi":"","title":"Italy Now 2000-2010 La realtà italiana contemporanea, Istituto Italiano di Cultura di Vancouver dal 12 marzo 2012 al 05 aprile 2012","year":2012,"lang":"it","type":"other","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00311824,0.001185437,0.00233918,0.001211211,0.001293044,0.0002024259,0.002783754,0.0012848,0.01585],"category_scores_gemma":[0.0005011519,0.001301456,0.0007787682,0.001261915,0.003593147,0.002980757,0.00213204,0.002679865,0.01304473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355591,"about_ca_system_score_gemma":0.0004645165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188554,"about_ca_topic_score_gemma":0.002462078,"domain_scores_codex":[0.9924879,0.0004012575,0.001214787,0.002447433,0.0009423412,0.002506258],"domain_scores_gemma":[0.9946908,0.0002664747,0.001533577,0.001787136,0.0007545431,0.0009674357],"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":[0.0003469454,0.000688491,0.01116451,0.0005792627,0.001332553,0.0001786534,0.003671556,0.000007828142,0.00006592736,0.002259071,0.9762455,0.003459726],"study_design_scores_gemma":[0.001994332,0.000258087,0.01173561,0.0003409471,0.0001389724,0.00002547664,0.004549218,0.000008948386,0.00002644798,0.0001653829,0.9793245,0.001432079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007387366,0.1014641,0.0001902824,0.005792289,0.006576282,0.004315502,0.01643566,0.0002426255,0.8575959],"genre_scores_gemma":[0.04449473,0.02206742,0.0002326675,0.0001024665,0.001152499,0.00001181304,0.001301477,0.0002163153,0.9304206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07939672,"threshold_uncertainty_score":0.999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165302597807979,"score_gpt":0.2708862374990543,"score_spread":0.2092332115209745,"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."}}