{"id":"W7134487594","doi":"","title":"Presentazione","year":2019,"lang":"it","type":"book-chapter","venue":"Ams Acta Institutional Research Repository (University of Bologna)","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Period (music); Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001301453,0.0007267953,0.0006785532,0.002997464,0.002019177,0.007401826,0.001578405,0.002140123,0.32655],"category_scores_gemma":[0.004310018,0.0003262407,0.0005838617,0.003042671,0.00109343,0.004462523,0.003131745,0.002123952,0.1823578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096012,"about_ca_system_score_gemma":0.002328178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872466,"about_ca_topic_score_gemma":0.003646113,"domain_scores_codex":[0.9989486,0.0002013733,0.00007739547,0.0002208417,0.0004443051,0.0001074845],"domain_scores_gemma":[0.998329,0.000396335,0.00009875244,0.0002939991,0.0005942698,0.0002877479],"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":[0.00008925046,0.00006699594,0.0006592793,0.0007865541,0.0000185995,0.0004533438,0.0009247455,0.00009694507,0.0007162301,0.04816302,0.7153432,0.2326818],"study_design_scores_gemma":[0.000002063782,0.000007509997,0.0001216798,0.0001412669,0.000003078108,0.0002444236,0.00008993747,0.0000124202,0.00007881966,0.001497117,0.9977985,0.000003130197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002632195,0.05403594,0.005132673,0.01600967,0.02697102,0.0001706779,0.003666608,0.0005983185,0.890783],"genre_scores_gemma":[0.0148672,0.02878832,0.003369547,0.006452804,0.007976703,0.000250109,0.004475807,0.0004879333,0.9333315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.32655,"threshold_uncertainty_score":0.9605947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783381163586003,"score_gpt":0.2681325267715194,"score_spread":0.2002987151356594,"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."}}