{"id":"W4323789330","doi":"10.33137/ic.v26i.39629","title":"Emigrazione e immigrazione in Italia: due realtà a confronto","year":2022,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00152809,0.0004812339,0.0007427454,0.0005401287,0.002083114,0.0002595214,0.0008611403,0.0003305851,0.007410723],"category_scores_gemma":[0.0001807287,0.0006495506,0.0003278077,0.002277047,0.0004464123,0.0005120402,0.0001691276,0.0007849392,0.0003954901],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004877881,"about_ca_system_score_gemma":0.002066637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8536285,"about_ca_topic_score_gemma":0.9220328,"domain_scores_codex":[0.9944138,0.0008843608,0.0009127659,0.0009298627,0.001213108,0.00164608],"domain_scores_gemma":[0.997857,0.0001066048,0.0003807687,0.0005719587,0.0001438739,0.0009397892],"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":[0.000133275,0.000541726,0.01164031,0.00008494724,0.0002092536,0.002499793,0.1986229,0.0002630064,0.0001536037,0.1304567,0.6461647,0.009229688],"study_design_scores_gemma":[0.0008431946,0.0002457355,0.01163489,0.00006375882,0.00007435686,0.0000194034,0.1256654,0.0001059583,0.00001436698,0.001744725,0.8587134,0.0008747629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.671249,0.01464079,0.00001611777,0.06063305,0.009524074,0.003895255,0.004186714,0.0002815499,0.2355734],"genre_scores_gemma":[0.9081901,0.0002434167,0.00003489834,0.001841042,0.0008016487,0.0002137115,0.0003102837,0.00007644577,0.0882884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369411,"threshold_uncertainty_score":0.9995956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476108805986083,"score_gpt":0.2692218937112866,"score_spread":0.2544608056514258,"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."}}