{"id":"W4288719738","doi":"10.54103/2037-3597/18336","title":"SCRIVERE E RISCRIVERE I TESTI IN CHIAVE ACCESSIBILE E RAPPRESENTATIVA: ALCUNE INDICAZIONI PRATICHE","year":2022,"lang":"it","type":"article","venue":"Italiano LinguaDue","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ArcelorMittal (Canada)","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103174,0.0006044757,0.0004288745,0.002855483,0.003014128,0.01001322,0.001404257,0.001848042,0.01720591],"category_scores_gemma":[0.04896375,0.0004775162,0.0004519168,0.002491586,0.01610983,0.008374515,0.008716879,0.004612212,0.002851344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003504226,"about_ca_system_score_gemma":0.00536495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007422328,"about_ca_topic_score_gemma":0.009134778,"domain_scores_codex":[0.9859679,0.007051073,0.0005686506,0.001404874,0.003927813,0.001079705],"domain_scores_gemma":[0.9548945,0.02419239,0.004198427,0.005419732,0.008028416,0.003266545],"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":[0.00027879,0.0004364362,0.05157796,0.0006125162,0.00006758184,0.0006723852,0.4286953,0.0002844861,0.005223247,0.3253323,0.01320867,0.1736103],"study_design_scores_gemma":[0.00007452301,0.0008438249,0.1787778,0.001450274,0.000157949,0.001435676,0.2363778,0.001830527,0.01173975,0.2046954,0.3622678,0.0003487649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3370135,0.002054011,0.03400975,0.0138434,0.0003871041,0.0003151366,0.000342465,0.0006701566,0.6113644],"genre_scores_gemma":[0.9591986,0.0005494952,0.008516144,0.001076008,0.00007701006,0.0002261896,0.0001311411,0.0001888259,0.03003666],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01720591,"threshold_uncertainty_score":0.05755943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786470090291205,"score_gpt":0.2750672146192462,"score_spread":0.2572025137163342,"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."}}