{"id":"W6949042213","doi":"10.5281/zenodo.12355443","title":"libri bilingue italiano - inglese pdf gratis","year":2024,"lang":"it","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lingua franca; English language; Italian language; Italian studies","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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.003271288,0.0006794387,0.0005344883,0.00181592,0.002185794,0.05263037,0.01162873,0.0003216769,0.1229609],"category_scores_gemma":[0.003895524,0.0007102696,0.000217658,0.003157152,0.0005619981,0.01305132,0.01943626,0.00156398,0.4454545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431462,"about_ca_system_score_gemma":0.00003429278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323943,"about_ca_topic_score_gemma":0.000002919916,"domain_scores_codex":[0.9916771,0.001681888,0.0007935739,0.002501386,0.001997241,0.001348778],"domain_scores_gemma":[0.9945042,0.0001168874,0.0005054992,0.00341517,0.0007957475,0.000662564],"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":[0.00003167592,0.0002493907,7.533625e-7,0.00085186,0.0003443564,0.0004766393,0.00082743,0.00001590598,0.0003407023,0.07912427,0.8596902,0.05804678],"study_design_scores_gemma":[0.0004028672,0.0004664502,0.00002850053,0.0005925299,0.00007886762,0.0001718739,0.0002578303,0.001691826,0.000073547,0.0006828122,0.9948499,0.000702995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000521312,0.001053865,0.046729,0.00414926,0.001023382,0.001531875,0.0005913788,0.002231126,0.942638],"genre_scores_gemma":[0.003078759,0.003299911,0.002241959,0.0003115506,0.001096869,2.48082e-7,0.003415012,0.01031984,0.9762359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3224936,"threshold_uncertainty_score":0.9995348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07757189261596813,"score_gpt":0.2991126066143821,"score_spread":0.221540713998414,"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."}}