{"id":"W4401122346","doi":"10.17118/11143/21772","title":"Dedica : A Luca Serianni (30 ottobre 1947 - 21 luglio 2022)","year":2023,"lang":"it","type":"article","venue":"Circula","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000931217,0.0002630128,0.0003924856,0.0001190367,0.00251191,0.0001831634,0.0005200035,0.0002841104,0.002944271],"category_scores_gemma":[0.0006202722,0.0002783798,0.0002807072,0.002027714,0.0007414318,0.000176237,0.0001972651,0.0003201561,0.006425909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804181,"about_ca_system_score_gemma":0.0008970156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519786,"about_ca_topic_score_gemma":0.0004775431,"domain_scores_codex":[0.996969,0.0003009112,0.0003704501,0.000542091,0.0009437332,0.0008738122],"domain_scores_gemma":[0.998692,0.0003118322,0.0001546609,0.0002555392,0.0002371061,0.0003488248],"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":[0.000008963071,0.0002972758,0.03017678,0.000113337,0.000417381,0.00008804471,0.203942,0.00001212122,0.0001198265,0.1111822,0.641844,0.01179805],"study_design_scores_gemma":[0.0002175661,0.0000289288,0.1486155,0.0000799595,0.00007966587,0.000001347091,0.07143826,0.00001552799,0.000007050264,0.01133515,0.7677892,0.0003917483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5257059,0.008653926,0.00001203697,0.09893961,0.01342558,0.0009911894,0.0002895099,0.0006842056,0.3512981],"genre_scores_gemma":[0.9165374,0.004116573,0.00001091597,0.001219746,0.005277246,0.0001201892,0.0000682238,0.00004017319,0.07260952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908316,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789167456558491,"score_gpt":0.3263209001379918,"score_spread":0.2884292255724069,"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."}}