{"id":"W4246759820","doi":"10.4000/communication.3464","title":"Vol. 30/2","year":2012,"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":[0.0008675084,0.001152052,0.0006946748,0.002764496,0.002157576,0.009711994,0.0008008239,0.001945994,0.7089617],"category_scores_gemma":[0.003032234,0.0003785363,0.0005591532,0.00270429,0.001482938,0.002763777,0.002345759,0.002391753,0.6575202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002534157,"about_ca_system_score_gemma":0.002147793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914694,"about_ca_topic_score_gemma":0.01036104,"domain_scores_codex":[0.9990774,0.000087597,0.00003637544,0.0001711204,0.0004902125,0.0001372705],"domain_scores_gemma":[0.9985054,0.0002823832,0.00005511067,0.0002400689,0.00057402,0.0003431977],"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":[0.00004787476,0.00006266141,0.0002685119,0.0002125768,0.000006144413,0.00008678495,0.00006809445,0.00009207742,0.0005354261,0.007196091,0.9118662,0.07955757],"study_design_scores_gemma":[0.000008387286,0.00001798713,0.0006161832,0.0002262632,0.000004636217,0.0001056565,0.000078811,0.000124086,0.0002748155,0.001445699,0.9970906,0.000006877784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005937023,0.003250672,0.0004498218,0.002904118,0.003318805,0.00005075159,0.0008560803,0.0004985362,0.9880776],"genre_scores_gemma":[0.002440666,0.001879417,0.0001307568,0.0007263529,0.0006734505,0.00002307356,0.0004475184,0.0001714588,0.9935073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2910383,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06759435128914337,"score_gpt":0.3326669912127539,"score_spread":0.2650726399236106,"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."}}