{"id":"W7003468522","doi":"","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Proteogenomics; Articular cartilage damage; Limiting; Nucleofection; Gloom","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":[],"consensus_categories":[],"category_scores_codex":[0.001958529,0.001094096,0.0009218771,0.002102109,0.003304514,0.005297938,0.001871216,0.002241492,0.5736281],"category_scores_gemma":[0.01098466,0.000391398,0.0007707304,0.001888411,0.0008945854,0.004464076,0.003617144,0.003604439,0.4220458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643455,"about_ca_system_score_gemma":0.004027545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004164476,"about_ca_topic_score_gemma":0.004833729,"domain_scores_codex":[0.9983737,0.000255655,0.0001203676,0.0003540643,0.0007051582,0.0001909867],"domain_scores_gemma":[0.9957118,0.0005864486,0.0001511942,0.0004547723,0.002284058,0.0008116886],"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":[0.00003789851,0.00001970421,0.0001181614,0.000111818,0.000002542604,0.00005421162,0.0001268777,0.00005723775,0.000106806,0.007293076,0.9517387,0.04033302],"study_design_scores_gemma":[0.000003376043,0.00001106431,0.0001563639,0.00007279021,0.000001079118,0.00004190711,0.00008467383,0.00001973877,0.0000468515,0.001370579,0.9981881,0.000003476189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001659201,0.00760041,0.005982609,0.03412513,0.09882421,0.0006699724,0.01294056,0.00205776,0.8361402],"genre_scores_gemma":[0.007321286,0.004172287,0.002746564,0.007371856,0.01075145,0.0003568603,0.01159351,0.00104078,0.9546455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5736281,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393820455198381,"score_gpt":0.1954892381002789,"score_spread":0.1615510335482951,"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."}}