{"id":"W4253651302","doi":"10.4000/communication.7015","title":"Vol. 34/2","year":2017,"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":[0.001178914,0.001096289,0.0006886537,0.003263057,0.002641992,0.01172466,0.0008947985,0.001935604,0.7000206],"category_scores_gemma":[0.003964623,0.000361471,0.0005892147,0.003067243,0.002052225,0.003358401,0.003135334,0.002858444,0.6483172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003424272,"about_ca_system_score_gemma":0.003116323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004576114,"about_ca_topic_score_gemma":0.008301301,"domain_scores_codex":[0.9987607,0.0001343772,0.00004937522,0.0001980367,0.0006671672,0.0001903099],"domain_scores_gemma":[0.9979519,0.0003982966,0.00007053938,0.0003652062,0.0007950354,0.0004190485],"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":[0.00004215728,0.00006155008,0.0003103887,0.0002084289,0.000007126903,0.00007968318,0.00008000436,0.00009794872,0.0003940507,0.0107312,0.9179381,0.07004942],"study_design_scores_gemma":[0.000007683729,0.00001429323,0.0004212869,0.000240909,0.000004609132,0.00009199505,0.0001081985,0.0001081042,0.000251392,0.002278239,0.996467,0.000006244332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006797251,0.003896239,0.0005575989,0.004441252,0.005288873,0.00005517666,0.001169435,0.0005690095,0.9833426],"genre_scores_gemma":[0.003617439,0.002691613,0.0001681988,0.001030595,0.001254166,0.00003012439,0.000684238,0.0002502687,0.9902734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2999794,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08271392807278083,"score_gpt":0.3599524894219048,"score_spread":0.2772385613491239,"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."}}