{"id":"W4253627872","doi":"10.4000/communication.7677","title":"Vol. 35/2","year":2018,"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":[0.0009797347,0.001100024,0.000718512,0.002870139,0.002567209,0.01116109,0.0008365645,0.001881805,0.7653463],"category_scores_gemma":[0.003537735,0.0003210102,0.0005859467,0.002657101,0.001706722,0.00287675,0.002887978,0.002666909,0.7338575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856463,"about_ca_system_score_gemma":0.002229604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692393,"about_ca_topic_score_gemma":0.00626361,"domain_scores_codex":[0.998938,0.0001140304,0.00004593008,0.0002028743,0.0005233696,0.0001756896],"domain_scores_gemma":[0.9982103,0.0003372883,0.00006508033,0.0003388608,0.0006559768,0.0003924304],"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":[0.00005318801,0.00006693812,0.0003557086,0.0002128911,0.000007655585,0.00009200516,0.00008633216,0.00009751828,0.0005321393,0.008693761,0.9147918,0.0750099],"study_design_scores_gemma":[0.000007773662,0.0000154206,0.000442527,0.0001870297,0.000004243551,0.00008694594,0.00008837892,0.0001055688,0.0002583691,0.001653415,0.9971445,0.000005785093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006459153,0.002297783,0.0004902845,0.003181443,0.004263076,0.00005099774,0.001224321,0.0006864902,0.9871597],"genre_scores_gemma":[0.003384276,0.001647509,0.0001614245,0.0008480005,0.0009854127,0.00002894773,0.000746486,0.0002599729,0.9919381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2346537,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685118717751892,"score_gpt":0.3361902726252983,"score_spread":0.2793390854477794,"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."}}