{"id":"W4411617395","doi":"10.51847/oxbxngs","title":"10.51847/oxbxNgS","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sewage; Environmental science; Sewage treatment; Waste management; Pulp and paper industry; Environmental engineering; Engineering","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":[0.0005619866,0.00138972,0.0005079284,0.00205232,0.001022731,0.003011541,0.001051284,0.002321082,0.9252401],"category_scores_gemma":[0.0007072668,0.0003878695,0.0004664818,0.001769528,0.000712627,0.001637994,0.001786544,0.0009095194,0.9189475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019805,"about_ca_system_score_gemma":0.0008370936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003221471,"about_ca_topic_score_gemma":0.0032553,"domain_scores_codex":[0.9995738,0.00003762598,0.0000373544,0.000111929,0.0001560486,0.00008331432],"domain_scores_gemma":[0.9992466,0.0001081013,0.00005674096,0.0001166627,0.0002832223,0.0001887479],"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":[0.0003617372,0.0003184214,0.001800959,0.0004157894,0.00002054869,0.0003618763,0.0001321471,0.0005551596,0.007880915,0.007099056,0.1402913,0.8407621],"study_design_scores_gemma":[0.00003925752,0.00008401777,0.001399336,0.0001539779,0.000008893349,0.0003690158,0.0001057785,0.0004300789,0.001406657,0.001268253,0.9947214,0.00001325798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004930503,0.00158599,0.004246905,0.001262891,0.001269523,0.0001123601,0.001922367,0.001863511,0.9828059],"genre_scores_gemma":[0.004725588,0.0004180275,0.001298481,0.000239474,0.00007197903,0.00003485628,0.001144995,0.000152179,0.9919145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0747599,"threshold_uncertainty_score":0.1066359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00924979316713054,"score_gpt":0.1960725954357198,"score_spread":0.1868228022685892,"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."}}