{"id":"W2087867279","doi":"10.2134/jeq2002.1046","title":"Consider a Cylindrical Cow","year":2002,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Environmental science; Mathematics","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":[0.0001770565,0.0003686787,0.0006592762,0.0003725043,0.002207987,0.001896189,0.001069538,0.002678439,0.03249691],"category_scores_gemma":[0.000537155,0.0003696661,0.0004733277,0.0005172463,0.001375248,0.001420069,0.002042087,0.0008664065,0.001868205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007551479,"about_ca_system_score_gemma":0.0006295567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032492,"about_ca_topic_score_gemma":0.005722078,"domain_scores_codex":[0.9998876,0.00001390609,0.000002761344,0.00002723054,0.00001694916,0.00005163956],"domain_scores_gemma":[0.9999013,0.00003105743,0.00001515559,0.000007642851,0.00001525938,0.00002960328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005665154,0.0002688203,0.003382137,0.0002703912,0.00008436121,0.01105869,0.0007523573,0.1923773,0.009951638,0.7474703,0.01163764,0.0221798],"study_design_scores_gemma":[0.0004092454,0.0007342836,0.005309595,0.00008281152,0.0001300829,0.004020951,0.006333912,0.5049992,0.003907232,0.3620527,0.1118904,0.0001295195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.474858,0.0006549121,0.08305032,0.01457009,0.0004797114,0.0002608318,0.001063054,0.0001950229,0.4248681],"genre_scores_gemma":[0.8701715,0.0005588841,0.0213783,0.0007184983,0.0001105778,0.00006812112,0.0003112105,0.00005215124,0.1066306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03249691,"threshold_uncertainty_score":0.108713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862202482005694,"score_gpt":0.2464138079932352,"score_spread":0.2077917831731783,"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."}}