{"id":"W4230162199","doi":"10.4000/communication.1661","title":"Vol. 28/1","year":2010,"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":[0.000850639,0.001038162,0.0007054086,0.002766208,0.001869924,0.008641028,0.0008374015,0.001608666,0.7107645],"category_scores_gemma":[0.002868105,0.0003587602,0.0004596598,0.002853381,0.001381819,0.002819361,0.002391268,0.002339263,0.7059318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035903,"about_ca_system_score_gemma":0.002293396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115578,"about_ca_topic_score_gemma":0.01005129,"domain_scores_codex":[0.9991996,0.00007451596,0.00003348706,0.0001456509,0.0004225165,0.0001242613],"domain_scores_gemma":[0.9984031,0.0002901015,0.00005508081,0.00023875,0.0006911924,0.000321821],"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":[0.0000392864,0.00005238094,0.0002312749,0.0002174903,0.000004484652,0.0000556467,0.00005670734,0.00008478937,0.0004354035,0.006905684,0.9028564,0.08906043],"study_design_scores_gemma":[0.000006605738,0.00001488085,0.000477176,0.0002206437,0.000003163839,0.0000705322,0.00006997877,0.00008920834,0.0002216423,0.001199056,0.997622,0.000005241356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005369229,0.003764557,0.000385064,0.002622433,0.003513786,0.00004930676,0.0009392778,0.0004112215,0.9877773],"genre_scores_gemma":[0.00179766,0.002503293,0.0001125804,0.000526307,0.0004581914,0.00001829786,0.0004966414,0.0001382582,0.9939487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2892355,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209403419921684,"score_gpt":0.3227785347000995,"score_spread":0.2806845005008827,"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."}}