{"id":"W4403098547","doi":"10.70543/10.20522/","title":"10.70543/10.20522/","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000865736,0.001498422,0.0009017651,0.002567714,0.001924207,0.004916248,0.001533794,0.003143269,0.9800325],"category_scores_gemma":[0.001507505,0.0007924858,0.0008517457,0.001994841,0.001562941,0.003518276,0.003716396,0.001721968,0.984515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258116,"about_ca_system_score_gemma":0.001174442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003952063,"about_ca_topic_score_gemma":0.004422529,"domain_scores_codex":[0.9994298,0.00003833674,0.00004403728,0.0001496864,0.0002202898,0.0001178248],"domain_scores_gemma":[0.9988759,0.0001386491,0.00004795237,0.0002022462,0.000296257,0.0004389231],"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":[0.0001448437,0.0001979299,0.0009706123,0.0002826187,0.00001340231,0.000156842,0.0001002156,0.0001527703,0.003118341,0.005436574,0.5733489,0.416077],"study_design_scores_gemma":[0.00002018238,0.00002612473,0.0009229302,0.0001145974,0.000006291991,0.0001961156,0.0000864009,0.0001280772,0.0005318943,0.0007256743,0.9972302,0.00001135344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004252042,0.0002944508,0.000800025,0.0006716898,0.0005795942,0.0000595087,0.001349748,0.001540347,0.9942795],"genre_scores_gemma":[0.001237438,0.0002100014,0.0003874648,0.0003329552,0.00006210341,0.00003036958,0.0008636529,0.0003148195,0.9965612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0199675,"threshold_uncertainty_score":0.02848119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003830065438258929,"score_gpt":0.1499082121882299,"score_spread":0.146078146749971,"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."}}