{"id":"W2031827346","doi":"10.1177/0270467609342703","title":"Scale, Composition, and Technology","year":2009,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Scale (ratio); Composition (language); Goods and services; Unit (ring theory); Gross domestic product; Product (mathematics); Economics; Environmental science; Environmental economics; Economy; Geography; Economic growth; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008041583,0.0003283629,0.0002825021,0.001416219,0.0009459286,0.003869178,0.0003827924,0.0005231924,0.009621513],"category_scores_gemma":[0.004137698,0.0001950674,0.0004468973,0.002566439,0.004741745,0.002890216,0.001637308,0.0007835123,0.0008853678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497352,"about_ca_system_score_gemma":0.002037329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518577,"about_ca_topic_score_gemma":0.01243273,"domain_scores_codex":[0.9988267,0.0001632753,0.00005525068,0.0001639791,0.0006540992,0.0001367208],"domain_scores_gemma":[0.9984905,0.000433863,0.0003926168,0.0001927866,0.0003533051,0.0001370814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002213805,0.0000260042,0.02686051,0.0001322722,0.00004903052,0.0001820147,0.0005789481,0.005590537,0.001238434,0.8935447,0.003057496,0.06871789],"study_design_scores_gemma":[0.00001611697,0.00006739671,0.1115931,0.0001649741,0.00005308171,0.0005545171,0.0020784,0.006392906,0.001164236,0.7109408,0.1669231,0.00005140735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1653024,0.006377005,0.05941156,0.01072601,0.0003199758,0.0002122506,0.0005255292,0.0001280924,0.7569972],"genre_scores_gemma":[0.9593887,0.00362668,0.008953284,0.0004513201,0.0002014809,0.00006548716,0.000149779,0.00003109034,0.02713222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01518577,"threshold_uncertainty_score":0.0321871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00287836807340458,"score_gpt":0.2163889659802387,"score_spread":0.2135105979068342,"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."}}