{"id":"W2000961164","doi":"10.1177/027046760002000310","title":"Technology, Sustainability, and Development","year":2000,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Industrial ecology; Sustainability; Sustainable development; Circular economy; Production (economics); Scale (ratio); Environmental economics; Business; Ecology; Environmental resource management; Computer science; Economics; Biology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007008536,0.0001961111,0.0002051006,0.0001931724,0.0006720471,0.00001910792,0.000775529,0.0002277107,0.004739654],"category_scores_gemma":[0.00008289015,0.0001858052,0.00003942796,0.001917746,0.01593609,0.00009795258,0.0009855413,0.0002244799,0.0003470559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432752,"about_ca_system_score_gemma":0.0001116903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002197,"about_ca_topic_score_gemma":0.000003356489,"domain_scores_codex":[0.9979678,0.000008674809,0.0003081681,0.0006198846,0.0003998656,0.0006955982],"domain_scores_gemma":[0.9993912,0.00001801592,0.00008036529,0.00038478,0.00002409586,0.0001015699],"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":[0.00002060678,0.0003839709,0.325092,0.00006184736,0.00003024602,0.00001314325,0.004383979,0.0002186476,0.008966087,0.001912864,0.01418256,0.6447341],"study_design_scores_gemma":[0.0006231586,0.0001300347,0.08745037,0.00001942841,0.00001052015,0.00005402435,0.02152701,0.00006355015,0.0325518,0.01017372,0.8468557,0.0005406786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803622,0.0001168819,0.00002123203,0.01066739,0.00001893259,0.0002782836,6.709084e-7,0.0001842135,0.008350222],"genre_scores_gemma":[0.9751857,0.0001513935,0.0206368,0.0003164658,0.000005302235,0.00004952116,7.640604e-7,0.00001176131,0.003642309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8326731,"threshold_uncertainty_score":0.9961702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004483052902091494,"score_gpt":0.2136673637899271,"score_spread":0.2091843108878356,"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."}}