{"id":"W4237418392","doi":"10.4000/communication.2219","title":"Vol. 29/1","year":2011,"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":[0.0009250697,0.001025628,0.000732724,0.003058112,0.002185161,0.009556903,0.0008325442,0.001798231,0.7157028],"category_scores_gemma":[0.003327182,0.0003910662,0.0005220397,0.003199465,0.001479301,0.002967172,0.002773446,0.002424517,0.6851028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941512,"about_ca_system_score_gemma":0.002402307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004828452,"about_ca_topic_score_gemma":0.009415654,"domain_scores_codex":[0.9990419,0.0001016933,0.00004461476,0.0001727018,0.0004913986,0.0001476394],"domain_scores_gemma":[0.9982756,0.0003492284,0.00006513501,0.0002808435,0.0006922866,0.0003368945],"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":[0.00003995493,0.0000569184,0.0002648524,0.000259611,0.000005537063,0.00007719803,0.00007226684,0.00009800014,0.0004681049,0.008607489,0.8989931,0.09105708],"study_design_scores_gemma":[0.000005737327,0.00001492277,0.0005210003,0.0002612363,0.000003519676,0.00008870191,0.00008010119,0.00008350299,0.000224112,0.001274443,0.9974367,0.000005936115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005072285,0.003594747,0.0004246806,0.002589772,0.003083689,0.00005337257,0.0009530741,0.0003688591,0.9884245],"genre_scores_gemma":[0.002087153,0.002654538,0.0001411423,0.0006241308,0.0004912656,0.00002352024,0.0005711174,0.0001459753,0.9932612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2842972,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08683054827987254,"score_gpt":0.3190197395628032,"score_spread":0.2321891912829307,"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."}}