{"id":"W4234700542","doi":"10.4000/communication.4615","title":"Vol. 32/2","year":2013,"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":[0.001047073,0.0009316575,0.0009892833,0.0005117906,0.0008671981,0.0006273023,0.00610922,0.001336941,0.08754045],"category_scores_gemma":[0.0007048412,0.001069582,0.0003412816,0.0009086258,0.000764241,0.0007183045,0.002385129,0.002520552,0.9227397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120756,"about_ca_system_score_gemma":0.0004465411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237311,"about_ca_topic_score_gemma":0.00007806919,"domain_scores_codex":[0.9939466,0.002478566,0.001280034,0.0007851846,0.0007092686,0.0008003096],"domain_scores_gemma":[0.9821879,0.0006187977,0.001800128,0.01276264,0.002326314,0.0003042189],"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":[0.00002644327,0.0003146855,0.00005007411,0.0001466084,0.000193097,3.127869e-7,0.0006236987,0.00007235081,0.0009029838,0.000790307,0.9914873,0.0053922],"study_design_scores_gemma":[0.0006497502,0.00006282042,0.001263248,0.0009208861,0.000233856,0.000006851706,0.0002166173,0.003859848,0.0002866733,0.0006699017,0.9907998,0.001029774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001822132,0.1335812,0.0001918059,0.001770746,0.002791367,0.002940114,0.0006255879,0.000400184,0.8558769],"genre_scores_gemma":[0.09812202,0.0637101,0.003923207,0.00037341,0.0008953318,0.001192813,0.0236892,0.0009060825,0.8071879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8351993,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906034211392521,"score_gpt":0.3137631588928944,"score_spread":0.2647028167789691,"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."}}