{"id":"W4200128490","doi":"10.1108/ir-12-2021-0283","title":"The Pransky interview: Dr Raffaello D’Andrea, Founder, CEO, and Chairman of the board at Verity; Entrepreneur; Professor; Scientist and Artist","year":2021,"lang":"en","type":"article","venue":"Industrial Robot the international journal of robotics research and application","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management; Medal; Artificial intelligence; Commercialization; Engineering; Sociology; Political science; Art history; Computer science; Art; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008547694,0.00008480725,0.0001147038,0.00005482727,0.000339937,0.0002111749,0.0003386081,0.00005867068,0.000003334944],"category_scores_gemma":[0.0002962436,0.00005089663,0.00003306236,0.0001170238,0.0004472488,0.0001002379,0.0002180072,0.0004213312,6.347516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008747972,"about_ca_system_score_gemma":0.00006403078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000149263,"about_ca_topic_score_gemma":0.0001094377,"domain_scores_codex":[0.9987766,0.0001133277,0.0003192873,0.0001233652,0.0005197202,0.000147767],"domain_scores_gemma":[0.9986736,0.0004280326,0.0001584826,0.0001782097,0.0004987374,0.00006291984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004519245,0.0002014585,0.002121008,0.000101497,0.0004765823,0.00001708052,0.001227154,0.8179749,0.01760424,0.03683182,0.008289786,0.1147025],"study_design_scores_gemma":[0.0102158,0.0009145088,0.01301803,0.00153795,0.0003532009,0.001231932,0.004312111,0.3914447,0.2263606,0.06182816,0.2876623,0.001120693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3449473,0.01061304,0.5282743,0.1051452,0.006429117,0.002315459,0.00008702506,0.00007354297,0.002114932],"genre_scores_gemma":[0.9957659,0.002588498,0.0004727927,0.00002107928,0.0003361939,0.000009618572,0.000005853633,0.00001181188,0.0007882245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6508186,"threshold_uncertainty_score":0.2614555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028422912267045,"score_gpt":0.3205519992309889,"score_spread":0.2602677701083185,"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."}}