{"id":"W4396977563","doi":"10.33137/ic.v38i1.43408","title":"Categorie discrete e percezioni continue: per un lessico delle nuove migrazioni","year":2024,"lang":"en","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":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004334302,0.0003855441,0.0003539781,0.001758069,0.0037474,0.004348446,0.0006867988,0.0008301337,0.001876069],"category_scores_gemma":[0.006268099,0.0001762016,0.0002597029,0.001569473,0.01215857,0.003453425,0.003398392,0.001394543,0.00016513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0059421,"about_ca_system_score_gemma":0.003935086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05165261,"about_ca_topic_score_gemma":0.07617141,"domain_scores_codex":[0.9965003,0.002127855,0.0001267783,0.0003524745,0.0004918792,0.0004007119],"domain_scores_gemma":[0.9971245,0.001136575,0.0006378613,0.0002711574,0.0004259557,0.000404073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003573615,0.00001584267,0.01763393,0.00009286043,0.000005724641,0.0002393611,0.9589117,0.00003184786,0.0007365026,0.01398777,0.0005717388,0.007736965],"study_design_scores_gemma":[0.000006903817,0.00003622437,0.02476487,0.0001724367,0.000007791095,0.0002739583,0.9448545,0.0001272354,0.0001377372,0.001577648,0.02802143,0.00001936951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9581999,0.001151626,0.003280082,0.003573596,0.00006140753,0.0001057885,0.00008704428,0.00002179894,0.03351874],"genre_scores_gemma":[0.9968545,0.0003309448,0.0007690061,0.0001491207,0.00001228288,0.00006154111,0.00004045949,0.000007819249,0.001774385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05165261,"threshold_uncertainty_score":0.1027039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051629182765758,"score_gpt":0.2950320248567012,"score_spread":0.2845157330290436,"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."}}