{"id":"W4406793000","doi":"10.17118/11143/22344","title":"Matteo Grassano (2024), Nel turbinio delle parole. Lingua e riflessione linguistica in Alfredo Panzini, Milano, Biblion edizioni (collana “Il debol parere. Itinerari alternativi di storia linguistica italiana”, 4), pp. 290. [ISBN 978-88-33-83374-3]","year":2024,"lang":"it","type":"article","venue":"Circula","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001827887,0.001642818,0.001802545,0.001831224,0.001032738,0.002273824,0.00234027,0.0008691637,0.001123478],"category_scores_gemma":[0.005463885,0.001602743,0.0007004415,0.005754769,0.0004630817,0.0003356561,0.001472756,0.001799619,0.001034981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008452849,"about_ca_system_score_gemma":0.001192113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005717479,"about_ca_topic_score_gemma":0.0003977981,"domain_scores_codex":[0.9889283,0.000588168,0.002458638,0.003401521,0.002092665,0.002530684],"domain_scores_gemma":[0.9929386,0.00179737,0.000680354,0.002373334,0.001254169,0.000956215],"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":[0.0005715277,0.003781053,0.01823511,0.005228661,0.003175812,0.04436396,0.04206093,0.00294993,0.003960531,0.08595978,0.7445846,0.04512813],"study_design_scores_gemma":[0.004967974,0.001039082,0.01449526,0.01114457,0.00132666,0.0005144013,0.002762298,0.2655389,0.001089726,0.01557561,0.6759499,0.005595583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08778758,0.3811275,0.1048078,0.01309681,0.2736288,0.008315191,0.005163857,0.004907106,0.1211653],"genre_scores_gemma":[0.9655184,0.004856576,0.003105916,0.00135413,0.02015614,0.0002219203,0.0003952196,0.0002750623,0.004116677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8777308,"threshold_uncertainty_score":0.9997897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926989128840774,"score_gpt":0.275227093442922,"score_spread":0.2559572021545143,"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."}}