{"id":"W3090886086","doi":"10.33137/aestimatio.v13i0.34460","title":"Zuccolin, Gabriella, ed. Summa doctrina et certa experientia. Studi su medicina e filosofia per Chiara Crisciani","year":2020,"lang":"it","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Historical, Literary, and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Theology; Humanities","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"],"consensus_categories":["sts"],"category_scores_codex":[0.001070135,0.0004609718,0.0008518891,0.0001413216,0.00237832,0.0001708751,0.0009321336,0.00006104859,0.0003032515],"category_scores_gemma":[0.0005421889,0.0002982192,0.0001473517,0.0003007501,0.01458022,0.0005990505,0.0004640432,0.0003730776,0.00003230396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186224,"about_ca_system_score_gemma":0.0001817193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00079154,"about_ca_topic_score_gemma":0.0001778002,"domain_scores_codex":[0.9965966,0.0002052904,0.0008050455,0.0007485439,0.001070552,0.0005739307],"domain_scores_gemma":[0.998326,0.0003583103,0.0004212035,0.000342177,0.0003846794,0.0001676136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004448196,0.000107804,0.0006594209,0.0002638944,0.00006657436,0.00001590346,0.8163198,0.00001393582,0.00003192161,0.01882004,0.1630932,0.0005630298],"study_design_scores_gemma":[0.0003944588,0.0005093163,0.00109918,0.0002260476,0.000115848,0.000007950064,0.2592983,0.0002263077,0.000003828544,0.0002524895,0.7375043,0.0003620021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.392842,0.4905712,0.00002476171,0.01999179,0.006307076,0.00097887,0.00006341528,0.00008169791,0.08913916],"genre_scores_gemma":[0.9787883,0.008330617,0.0001377671,0.002912159,0.0005225398,0.00005616109,0.000003409166,0.00001750328,0.00923161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5859462,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09855341409547273,"score_gpt":0.3000376790821949,"score_spread":0.2014842649867221,"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."}}