{"id":"W7117578767","doi":"10.5281/zenodo.18080708","title":"The Settlement Constraint: Why Institutions Fail at Scale","year":2025,"lang":"","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obligation; Clearance; Settlement (finance); Closure (psychology); Constraint (computer-aided design); Queue; Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0131157,0.0004753923,0.0008645485,0.001904356,0.007318797,0.01185409,0.003217706,0.003729388,0.04782764],"category_scores_gemma":[0.09507748,0.0005602094,0.0008696346,0.002804492,0.01313259,0.01573318,0.007910393,0.004515255,0.003900113],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009606258,"about_ca_system_score_gemma":0.01043116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02955482,"about_ca_topic_score_gemma":0.01350017,"domain_scores_codex":[0.984298,0.005037502,0.001090209,0.003256193,0.003980102,0.002338028],"domain_scores_gemma":[0.949419,0.02194332,0.006293447,0.01030183,0.009285434,0.002756894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004749182,0.00003484554,0.005511876,0.00008993664,0.00001843995,0.0003292634,0.002428395,0.004351654,0.0002420022,0.9477171,0.01481352,0.02441562],"study_design_scores_gemma":[0.00007296432,0.0000494301,0.004411493,0.0002426345,0.00002024521,0.0002140097,0.004821222,0.01234047,0.0005289244,0.9012703,0.0759655,0.00006288496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1877963,0.001717319,0.2065091,0.09884677,0.0006975989,0.0005932869,0.002084485,0.001786942,0.4999681],"genre_scores_gemma":[0.9675029,0.000332472,0.0122068,0.002271712,0.0001731093,0.0003121874,0.0002687969,0.0002856971,0.01664631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9903938,"threshold_uncertainty_score":0.1599994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378338784720628,"score_gpt":0.295167757656581,"score_spread":0.2413843698093747,"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."}}