{"id":"W3134778412","doi":"10.1016/b978-0-12-821878-5.00012-x","title":"Technology Transfer From Bench to Industry: Closing Loop","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Context (archaeology); Engineering; Greenhouse gas; Scale (ratio); Closing (real estate); Technology transfer; Order (exchange); Government (linguistics); Waste management; Environmental economics; Business; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999654,0.0005980768,0.0005662617,0.000805009,0.001075392,0.007203729,0.001773202,0.004669424,0.08042541],"category_scores_gemma":[0.002298536,0.0003830288,0.0005272168,0.0008420997,0.002772463,0.01317421,0.003758646,0.004401757,0.02034934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483438,"about_ca_system_score_gemma":0.002341667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234049,"about_ca_topic_score_gemma":0.001345628,"domain_scores_codex":[0.9992123,0.0001700121,0.00002885662,0.0001654683,0.000324833,0.00009854992],"domain_scores_gemma":[0.9988202,0.0006699302,0.00003454652,0.0001776481,0.0001860593,0.0001115508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001021297,0.0002297147,0.0001678532,0.0003399729,0.00001085342,0.00017436,0.0004199683,0.0008907018,0.004228546,0.3945322,0.09970656,0.499197],"study_design_scores_gemma":[0.00001941139,0.0001568551,0.0003742833,0.0002873338,0.00000557847,0.0001681952,0.0005248,0.001092635,0.003345921,0.1774279,0.8165762,0.00002076483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009620935,0.02141921,0.0293752,0.03252876,0.004585634,0.0001083198,0.0001576655,0.000695442,0.9015087],"genre_scores_gemma":[0.08325239,0.01755322,0.01492865,0.009223682,0.001733873,0.0001447366,0.0002299769,0.0004872647,0.8724462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08042541,"threshold_uncertainty_score":0.2690498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560325067395465,"score_gpt":0.2105457834562215,"score_spread":0.1949425327822668,"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."}}