{"id":"W4407730011","doi":"10.1093/oso/9780197619049.003.0002","title":"“Paying Dues” and “Carrying Flags”","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Legal and cultural studies analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"FLAGS register; Business; Computer science; Operating system","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":[0.001326099,0.0002663887,0.0002307882,0.001326783,0.002504121,0.003000625,0.0005526206,0.0006568788,0.01885231],"category_scores_gemma":[0.004726299,0.0001565236,0.0002040959,0.002545278,0.003641593,0.003446282,0.001588914,0.001715743,0.00182305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300113,"about_ca_system_score_gemma":0.002081232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02491409,"about_ca_topic_score_gemma":0.0413502,"domain_scores_codex":[0.9986387,0.0004984034,0.00005460337,0.0001385616,0.0004326848,0.0002369823],"domain_scores_gemma":[0.9985558,0.0007521847,0.0001873046,0.0001156303,0.0002113055,0.0001778214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004052488,0.00004612788,0.01048188,0.0001994014,0.00001006224,0.0001759624,0.03143843,0.000149655,0.0002553544,0.5333642,0.2733296,0.1505089],"study_design_scores_gemma":[0.000006258882,0.00003022679,0.02809918,0.0006972287,0.000008087531,0.0002330613,0.01973039,0.0002111095,0.000235346,0.03507696,0.9156535,0.0000184816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06310631,0.01825966,0.002344679,0.03975118,0.002249215,0.00004896792,0.00117485,0.00007411648,0.8729911],"genre_scores_gemma":[0.6916125,0.0132521,0.001549847,0.007746681,0.001543405,0.0001143914,0.001246713,0.0001074769,0.2828269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02491409,"threshold_uncertainty_score":0.06306732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744599339260501,"score_gpt":0.2281983652042155,"score_spread":0.2007523718116105,"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."}}