{"id":"W4248495967","doi":"10.4000/communication.136","title":"Vol. 25/1","year":2006,"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":[0.000969502,0.001098005,0.0007718424,0.002897884,0.001760995,0.009214745,0.000968117,0.001717084,0.7208411],"category_scores_gemma":[0.003002987,0.0003887065,0.0004992073,0.002869596,0.001321876,0.002775091,0.002200482,0.002136411,0.7168634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236816,"about_ca_system_score_gemma":0.00181832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003855609,"about_ca_topic_score_gemma":0.006798742,"domain_scores_codex":[0.9991952,0.00008279731,0.0000381245,0.0001558776,0.0004203576,0.0001077488],"domain_scores_gemma":[0.998401,0.0003015573,0.00006298059,0.0002659291,0.0006433721,0.0003252103],"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":[0.00004703281,0.00006579899,0.0002658118,0.0002599099,0.000005768521,0.00006910691,0.00007247214,0.00009147604,0.0004839895,0.007715995,0.8787373,0.1121854],"study_design_scores_gemma":[0.00000707567,0.00001693018,0.0004440515,0.0002736171,0.000003803092,0.00008739316,0.00006913124,0.00007347349,0.0002099776,0.00113522,0.997674,0.000005235714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004806129,0.004516839,0.000476036,0.001999523,0.003300258,0.00005411922,0.0008241436,0.0004429258,0.9879055],"genre_scores_gemma":[0.001714727,0.003172501,0.0001603191,0.0005349497,0.0004617337,0.00002088865,0.0005334407,0.0001422086,0.9932592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2791589,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040966838596262,"score_gpt":0.3123240548915008,"score_spread":0.2719143865055382,"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."}}