{"id":"W4411658871","doi":"10.51847/8lfigln4cs","title":"10.51847/8LFIglN4Cs","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Working capital; Value (mathematics); Business; Capital (architecture); Operations management; Accounting; Economics; Mathematics; Statistics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000899157,0.0001131087,0.0001179495,0.00008005834,0.0001250749,0.0001344537,0.0001926415,0.00003887438,0.9708374],"category_scores_gemma":[0.00001447055,0.000105992,0.0000447909,0.000366362,0.00001922547,0.0004292652,0.00005770227,0.0000636936,0.9928868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001067093,"about_ca_system_score_gemma":0.000005637763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004474297,"about_ca_topic_score_gemma":3.14802e-7,"domain_scores_codex":[0.9993326,0.000001437708,0.0001271596,0.0001663776,0.0001320543,0.0002403484],"domain_scores_gemma":[0.9997498,0.000006186684,0.0000303023,0.0001644424,0.00003605646,0.00001317857],"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":[0.00004407467,0.00002697816,0.000006118708,0.00001298353,0.00000319516,0.000003841,0.000002930073,0.00004340288,0.00001292812,0.00005951026,0.07437281,0.9254112],"study_design_scores_gemma":[0.0001209614,0.00001216838,0.0008930785,0.00002178992,0.000008356246,8.138799e-7,3.803918e-7,0.0004823157,0.000002417268,0.0000357207,0.9982534,0.0001685668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01511616,0.00003612189,5.033326e-7,0.0003900799,0.00001073155,0.0001028289,0.00000123787,0.0001696294,0.9841727],"genre_scores_gemma":[0.009326247,3.08911e-7,0.00002339664,0.0006758883,0.001332388,0.000009815795,0.00001291741,0.00001883009,0.9886002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9252427,"threshold_uncertainty_score":0.4322227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005558963041370619,"score_gpt":0.1520916176717666,"score_spread":0.146532654630396,"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."}}