{"id":"W4241513103","doi":"10.4000/communication.4042","title":"Vol. 23/2","year":2005,"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":[0.0008553948,0.001070609,0.000699996,0.002452779,0.00208815,0.01016107,0.0008718544,0.001779173,0.7310041],"category_scores_gemma":[0.002701567,0.0003545523,0.0004958263,0.00239136,0.001316403,0.002374119,0.001885205,0.002112457,0.7030715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400807,"about_ca_system_score_gemma":0.001848548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005298464,"about_ca_topic_score_gemma":0.009499221,"domain_scores_codex":[0.9992712,0.00006540954,0.00003122782,0.0001417614,0.0003841543,0.0001061947],"domain_scores_gemma":[0.9987073,0.0002349095,0.00004573522,0.0002126081,0.0005273998,0.00027209],"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":[0.00004954257,0.00005520141,0.0002668333,0.0001762575,0.000006554126,0.00008140434,0.00006980335,0.00007814697,0.0004776762,0.0067976,0.9153734,0.0765676],"study_design_scores_gemma":[0.00000924863,0.00001734439,0.0004830979,0.0001849155,0.000005042569,0.00008658395,0.00007755239,0.00008101596,0.0002596633,0.001082801,0.997707,0.000005676568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005424246,0.002627673,0.0003614824,0.001973121,0.002960445,0.00004199232,0.0007986701,0.0004717086,0.9902226],"genre_scores_gemma":[0.001840819,0.001629532,0.00009861467,0.0005416844,0.0003605025,0.00001797205,0.0004191355,0.0001217904,0.99497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2689959,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0491644668593659,"score_gpt":0.3283427158662878,"score_spread":0.2791782490069219,"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."}}