{"id":"W4254007223","doi":"10.4000/communication.3936","title":"Vol. 23/1","year":2004,"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":[0.0008507286,0.00102919,0.0007761613,0.00277544,0.001912846,0.009776252,0.001034678,0.001807653,0.7266275],"category_scores_gemma":[0.002890565,0.0003887884,0.0004871134,0.003132134,0.001294392,0.00256979,0.001872574,0.002133923,0.7109883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896507,"about_ca_system_score_gemma":0.001926457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006441868,"about_ca_topic_score_gemma":0.01044526,"domain_scores_codex":[0.9992622,0.00007188359,0.00003352184,0.0001486371,0.0003742038,0.0001097165],"domain_scores_gemma":[0.9984239,0.0002985081,0.00005638733,0.000252014,0.0006686566,0.0003004537],"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":[0.00004619225,0.00005922837,0.0002800782,0.00021286,0.000006251215,0.00006748165,0.00007002447,0.00008306862,0.0004549209,0.007328848,0.904442,0.08694905],"study_design_scores_gemma":[0.000007420306,0.00001519847,0.0004888375,0.0002101312,0.000004523078,0.00007752212,0.00007360999,0.00006835421,0.0002060364,0.001106911,0.9977362,0.000005198336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004906699,0.003919939,0.0003615855,0.002218991,0.003055313,0.00004487561,0.0008650051,0.0004527982,0.9885908],"genre_scores_gemma":[0.00148544,0.002532235,0.0001112227,0.0005164939,0.0003672005,0.00001786501,0.0004881027,0.0001295942,0.9943517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2733725,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745214232416316,"score_gpt":0.3219921932950038,"score_spread":0.2745400509708407,"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."}}