{"id":"W4255970051","doi":"10.4000/communication.1652","title":"Vol. 27/2","year":2010,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008222837,0.001081013,0.0006546794,0.002480841,0.0020606,0.009380822,0.0007934062,0.001658804,0.7149218],"category_scores_gemma":[0.002630346,0.0003726394,0.0004990796,0.002631235,0.001554364,0.002645007,0.002243326,0.00243428,0.693622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002968899,"about_ca_system_score_gemma":0.002471222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005986773,"about_ca_topic_score_gemma":0.01179696,"domain_scores_codex":[0.9992188,0.00006702732,0.00003169566,0.000145256,0.0004113422,0.0001258698],"domain_scores_gemma":[0.9986228,0.0002449323,0.0000438143,0.0002218042,0.0005770197,0.0002896549],"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":[0.00004418707,0.00005232403,0.0002482016,0.0001766248,0.000005318104,0.00006730056,0.00005708293,0.00009029081,0.0004484524,0.007426404,0.9205866,0.07079712],"study_design_scores_gemma":[0.000008580861,0.00001592762,0.0005159377,0.0001912736,0.000004117605,0.00008473676,0.00007956031,0.0001079882,0.0002870468,0.001310906,0.9973878,0.000006179725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005547936,0.002683728,0.0003587062,0.00241634,0.003170742,0.00004191604,0.0008989924,0.0004023684,0.9894724],"genre_scores_gemma":[0.002040475,0.001844821,0.00009945063,0.0005280242,0.0004410783,0.00001756254,0.0004427736,0.0001361651,0.9944496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2850782,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196632673311347,"score_gpt":0.3227262331320863,"score_spread":0.2807599063989728,"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."}}