{"id":"W4242362260","doi":"10.4000/communication.6403","title":"Vol. 20/2","year":2001,"lang":"it","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001388367,0.0009373564,0.0009975329,0.0005928389,0.0009637789,0.0004110626,0.005773315,0.001330957,0.05740472],"category_scores_gemma":[0.0005813281,0.001142118,0.0003737038,0.001490643,0.0007086628,0.0004940803,0.001901024,0.002604131,0.7695101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366516,"about_ca_system_score_gemma":0.0005024421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005479772,"about_ca_topic_score_gemma":0.0002910219,"domain_scores_codex":[0.9938343,0.002446805,0.00128894,0.0008208123,0.0007547987,0.0008543298],"domain_scores_gemma":[0.9834829,0.0005652758,0.001691467,0.01220595,0.001766319,0.0002880624],"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":[0.00007806774,0.0004531645,0.0001470661,0.0001029206,0.0001961174,0.000001957013,0.0005050043,0.0002595501,0.0005820518,0.000345728,0.9921212,0.005207135],"study_design_scores_gemma":[0.000834082,0.00006703947,0.0005966556,0.0009821949,0.0002932643,0.0000227574,0.0002021234,0.002472773,0.0001445938,0.0005519018,0.9927847,0.001047892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006537375,0.1364744,0.0002828568,0.001523009,0.002081021,0.001533869,0.0008370514,0.0003286391,0.8562854],"genre_scores_gemma":[0.0286395,0.1295,0.002100021,0.0003078839,0.001006425,0.0004027876,0.0348032,0.0007619321,0.8024783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7121055,"threshold_uncertainty_score":0.9999655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05663454002172771,"score_gpt":0.3296853956740466,"score_spread":0.273050855652319,"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."}}