{"id":"W4323660845","doi":"10.33137/ic.v18i.40233","title":"Altreitalie 2000-2003","year":2023,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Management, Economics, and Public Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007617997,0.0005876198,0.0005764058,0.001993225,0.0005451201,0.001865147,0.001051842,0.0002662684,0.01266654],"category_scores_gemma":[0.0003825276,0.0007622037,0.000234644,0.003655362,0.0001794001,0.001926611,0.000325831,0.0002911037,0.05790753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344597,"about_ca_system_score_gemma":0.00075966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2225746,"about_ca_topic_score_gemma":0.1494288,"domain_scores_codex":[0.9959564,0.00002614357,0.0007683795,0.0009376685,0.0003309668,0.001980391],"domain_scores_gemma":[0.9979254,0.00003767705,0.0004444709,0.001053467,0.0002294938,0.0003094888],"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":[0.000006268291,0.00002764013,0.006327767,0.0003124566,0.0002141357,0.0002253635,0.0001284167,0.0000642671,0.000001486259,0.100868,0.8781578,0.01366637],"study_design_scores_gemma":[0.0005829722,0.00001159455,0.01420605,0.00007860383,0.0001296891,0.000002572828,0.0005313616,0.004623459,0.000001412516,0.003235345,0.9757361,0.0008608124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01676919,0.0008429919,0.00001241869,0.0275006,0.006755769,0.0008850159,0.0007164461,0.0005367863,0.9459808],"genre_scores_gemma":[0.4513834,0.0002619319,0.00002853571,0.03067801,0.008963331,0.00007712175,0.001071181,0.0002541825,0.5072823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4386984,"threshold_uncertainty_score":0.9994829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382312053782922,"score_gpt":0.222035880302043,"score_spread":0.1982127597642138,"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."}}