{"id":"W4255250327","doi":"10.4000/communication.2819","title":"Vol. 30/1","year":2012,"lang":"it","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":1,"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":[0.0008431785,0.001067695,0.0007470637,0.003071941,0.001953897,0.009072897,0.0008270118,0.001805732,0.7057838],"category_scores_gemma":[0.003156707,0.0003706941,0.0005101993,0.003168811,0.0013342,0.002930253,0.002421702,0.002283133,0.6686219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593995,"about_ca_system_score_gemma":0.002092455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763887,"about_ca_topic_score_gemma":0.009800243,"domain_scores_codex":[0.999101,0.00009275878,0.00003883461,0.0001635711,0.0004663397,0.0001375381],"domain_scores_gemma":[0.9983802,0.0003159897,0.00006522924,0.0002377294,0.0006493885,0.0003515166],"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":[0.00004176391,0.00005812707,0.0002476006,0.0002522311,0.000005080434,0.00006926474,0.00006414597,0.00008516386,0.000447559,0.006694129,0.898535,0.09349991],"study_design_scores_gemma":[0.000006315081,0.00001637432,0.0005914503,0.0002821414,0.000003826704,0.00009083674,0.00007574155,0.00010042,0.0002107127,0.001324239,0.9972919,0.000006017633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005611308,0.004855873,0.0004570494,0.003107757,0.003627029,0.00005404392,0.0009615687,0.0004889164,0.9858867],"genre_scores_gemma":[0.002260209,0.003005895,0.0001473847,0.0007171833,0.0006984764,0.00002393694,0.0005528574,0.0001739014,0.9924201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2942162,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06759435128914337,"score_gpt":0.3326669912127539,"score_spread":0.2650726399236106,"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."}}