{"id":"W4241212271","doi":"10.4000/communication.135","title":"Vol. 26/2","year":2008,"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":[0.0008145017,0.001002321,0.0006082585,0.002106483,0.001951701,0.008587186,0.0007413632,0.00170925,0.6977572],"category_scores_gemma":[0.002645305,0.0003673887,0.0004814952,0.002000239,0.001412101,0.002356179,0.002084366,0.002368545,0.6609601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267123,"about_ca_system_score_gemma":0.001842806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003887131,"about_ca_topic_score_gemma":0.00807651,"domain_scores_codex":[0.9992691,0.0000703508,0.0000315397,0.0001477842,0.0003812258,0.0001000898],"domain_scores_gemma":[0.9987381,0.0002364419,0.00004433487,0.0002254385,0.0004988213,0.0002568742],"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":[0.00004271661,0.00005284626,0.0002674156,0.0001784472,0.000005468753,0.00007908099,0.00007145606,0.00007821425,0.0004761709,0.007918601,0.9093891,0.08144043],"study_design_scores_gemma":[0.00000799862,0.00001567532,0.000465636,0.0001855251,0.000003619969,0.00009526807,0.00006913675,0.00008060505,0.0002318855,0.00116382,0.9976757,0.000005247215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000561772,0.002750854,0.0004024508,0.0025901,0.003198709,0.00004616647,0.0006814909,0.0004335434,0.9893349],"genre_scores_gemma":[0.001930146,0.001574352,0.0001164179,0.0006024376,0.0004378236,0.00001761384,0.0003254144,0.0001194899,0.9948763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3022428,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06337594059453854,"score_gpt":0.3193703341168793,"score_spread":0.2559943935223408,"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."}}