{"id":"W2054420133","doi":"10.1089/ind.2007.3.138","title":"Roundtable Discussion: Sustainability in the pulp & paper industry","year":2007,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministry of Environment; Georgia Institute of Technology","keywords":"Sustainability; Pulp (tooth); Industrial biotechnology; Business; Biotechnology; Engineering ethics; Engineering; Pulp and paper industry; Biochemical engineering; Biology; Ecology; Medicine","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":[0.00730405,0.002269582,0.001146749,0.001007992,0.006298291,0.007092727,0.002737754,0.02576916,0.09343776],"category_scores_gemma":[0.01113975,0.0006651725,0.002021266,0.0008279873,0.001855069,0.005901718,0.004698058,0.01603116,0.02240351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003424233,"about_ca_system_score_gemma":0.004914823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211701,"about_ca_topic_score_gemma":0.005759206,"domain_scores_codex":[0.9968243,0.0008001037,0.0001812019,0.0003448056,0.001000222,0.0008494445],"domain_scores_gemma":[0.9867971,0.004797919,0.0008917973,0.0002578977,0.002572812,0.004682453],"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":[0.000196539,0.0001090088,0.0001432832,0.0001507511,0.00001340935,0.000246141,0.0002572023,0.0001137455,0.0008377084,0.003003385,0.9849458,0.009982947],"study_design_scores_gemma":[0.00006961998,0.0001421654,0.001086288,0.0001682427,0.00002268248,0.00008409497,0.001380231,0.0001901029,0.0007536375,0.003401922,0.9926461,0.00005490858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002997888,0.008752773,0.002195306,0.5998192,0.3357683,0.0007017226,0.000654513,0.0003384327,0.04877177],"genre_scores_gemma":[0.03304431,0.008957937,0.004820695,0.4684885,0.1357631,0.00134563,0.001400374,0.0005094473,0.3456702],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09343776,"threshold_uncertainty_score":0.3125805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03729567038691645,"score_gpt":0.2647498154122424,"score_spread":0.2274541450253259,"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."}}