{"id":"W7029918855","doi":"","title":"La famiglia straniera nelle Marche","year":2018,"lang":"it","type":"article","venue":"Università Politecnica delle Marche (Università Politecnica delle Marche)","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Studio; Census; Quarter (Canadian coin)","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.003444054,0.001913073,0.001989065,0.002044665,0.006000306,0.000805333,0.005112646,0.00284209,0.01101939],"category_scores_gemma":[0.0004776225,0.002394456,0.001906234,0.005223347,0.009087248,0.00215158,0.003318276,0.003067511,0.003996189],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654625,"about_ca_system_score_gemma":0.003375037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03567285,"about_ca_topic_score_gemma":0.005189111,"domain_scores_codex":[0.9832416,0.004548751,0.001483705,0.003024176,0.002731896,0.004969866],"domain_scores_gemma":[0.9897398,0.00178612,0.001139639,0.002687765,0.001672892,0.002973801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002704334,0.002161081,0.001276502,0.0005045973,0.001977884,0.001317694,0.2313765,0.00008466133,0.00196851,0.5205473,0.1932618,0.04281915],"study_design_scores_gemma":[0.003407921,0.0009045164,0.001037787,0.0003175027,0.000856074,0.00004223568,0.1492372,0.001671535,0.0002159099,0.004697271,0.8353016,0.002310499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1279603,0.002181545,0.002823776,0.0220471,0.001824974,0.002954281,0.001533812,0.001104556,0.8375697],"genre_scores_gemma":[0.7340838,0.004744923,0.002345263,0.001137836,0.002453435,0.000009508631,0.0003902089,0.0002715132,0.2545635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6420398,"threshold_uncertainty_score":0.9993613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545645974862721,"score_gpt":0.287280632667828,"score_spread":0.2618241729192008,"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."}}