{"id":"W4411618033","doi":"10.51847/f88mdjlnrm","title":"10.51847/F88mdJLNrM","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cultural Heritage Administration","keywords":"Mill; Engineering; Pulp and paper industry; Mechanical 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":[0.0006348175,0.001342541,0.0007143582,0.002237848,0.001290243,0.002534148,0.001413029,0.003118686,0.9769444],"category_scores_gemma":[0.001098034,0.0004525902,0.0006363916,0.001496738,0.0007482867,0.001926547,0.002025285,0.00105129,0.9788263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076129,"about_ca_system_score_gemma":0.0005040329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004134704,"about_ca_topic_score_gemma":0.003440812,"domain_scores_codex":[0.9995165,0.00003817472,0.00003775811,0.0001570478,0.0001458499,0.0001046676],"domain_scores_gemma":[0.9990405,0.0001843801,0.00005099631,0.0001696151,0.0003406552,0.0002138432],"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":[0.00024754,0.000229546,0.000971771,0.0003114507,0.00001602164,0.0003035858,0.0001109622,0.0003152875,0.004978551,0.003459073,0.2992897,0.6897665],"study_design_scores_gemma":[0.00003921385,0.00004810523,0.0009372876,0.0001465493,0.00000863093,0.0003004814,0.0000874074,0.0003162176,0.000613066,0.0004798718,0.99701,0.00001323726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001270416,0.0003814758,0.002273032,0.0006072646,0.0004663503,0.0001089166,0.001166715,0.002234598,0.9914913],"genre_scores_gemma":[0.002509415,0.0001341979,0.0009948515,0.0002341143,0.00005400793,0.00004388871,0.0007644012,0.0002516854,0.9950134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02305561,"threshold_uncertainty_score":0.03288603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008886497966677526,"score_gpt":0.1491196939159646,"score_spread":0.1402331959492871,"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."}}