{"id":"W4323660807","doi":"10.33137/ic.v19i.40153","title":"L'identità mediale degli italiani","year":2023,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004164881,0.0003898343,0.0006752528,0.0004749521,0.0004731318,0.00025118,0.0006687844,0.0003610258,0.006015268],"category_scores_gemma":[0.0002878728,0.0004867112,0.0003190899,0.001372157,0.000237677,0.0004835068,0.0001910726,0.0003460871,0.06407414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556599,"about_ca_system_score_gemma":0.0001175669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04246098,"about_ca_topic_score_gemma":0.0124795,"domain_scores_codex":[0.9970505,0.00001996699,0.0007886502,0.0007966149,0.0001400121,0.001204235],"domain_scores_gemma":[0.9984317,0.00005199337,0.0003147493,0.0004576214,0.00005962549,0.0006842893],"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":[0.000004477869,0.00001650043,0.0264842,0.0000537535,0.0003535367,0.0002657842,0.001785397,0.00002241828,0.000003709591,0.07881329,0.8880462,0.004150702],"study_design_scores_gemma":[0.0004058559,0.00004217402,0.02586327,0.00005426156,0.00004245298,0.000006296254,0.002949928,0.0001787335,0.00001155964,0.005546394,0.9642506,0.0006484673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2539389,0.06360398,0.00001868602,0.03504074,0.01905198,0.001193645,0.01065104,0.0005193863,0.6159816],"genre_scores_gemma":[0.7000071,0.008567396,0.000022444,0.001718798,0.001064126,0.0000392406,0.0002062439,0.00007584777,0.2882988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4460682,"threshold_uncertainty_score":0.9997585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05034051897086502,"score_gpt":0.2201843421112085,"score_spread":0.1698438231403434,"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."}}