{"id":"W4232371803","doi":"10.4000/communication.4608","title":"Vol. 22/1","year":2003,"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":[0.0007710875,0.0009975334,0.0007363692,0.002441632,0.001716977,0.008975121,0.0009252376,0.001605527,0.7093928],"category_scores_gemma":[0.00274619,0.0003583912,0.0004452259,0.003030587,0.00115333,0.002630413,0.001854488,0.002036981,0.7224141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373135,"about_ca_system_score_gemma":0.001685776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005321248,"about_ca_topic_score_gemma":0.009665865,"domain_scores_codex":[0.9993475,0.00006219218,0.0000308726,0.0001314537,0.0003385281,0.00008945354],"domain_scores_gemma":[0.9985982,0.000272809,0.00005404053,0.0002203224,0.0005889945,0.0002656566],"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":[0.00004457064,0.00005076533,0.0002538981,0.0002073436,0.000005033211,0.00006749298,0.00007446914,0.00007394791,0.0004973001,0.006528364,0.9043499,0.08784692],"study_design_scores_gemma":[0.000007092709,0.00001319383,0.0004206353,0.0002031902,0.000003902619,0.00008208944,0.00007221012,0.00006782381,0.0002074712,0.001041578,0.9978759,0.000004793834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005070863,0.003979297,0.0004173968,0.002057443,0.003003333,0.00004440937,0.0009003942,0.0004717506,0.9886187],"genre_scores_gemma":[0.001445049,0.002474974,0.0001130671,0.0004668463,0.0003230236,0.00001718161,0.0004949751,0.0001527827,0.994512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2906072,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933758914786181,"score_gpt":0.3215122567467217,"score_spread":0.2721746675988599,"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."}}