{"id":"W4392456726","doi":"10.19088/1968-2024.101","title":"Notes on Contributors","year":2024,"lang":"en","type":"article","venue":"IDS Bulletin","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Justice Programme; Universidade Federal de Pernambuco; Universidade Estadual do Ceará; Universidade de Pernambuco; International Development Research Centre; Lebanese American University","keywords":"OpenAccess; Commons; Political science; Sociology; Geography; Law; Archaeology; Livelihood","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002237274,0.0007777698,0.0009637594,0.004061599,0.00232126,0.003403742,0.001691626,0.001526172,0.497593],"category_scores_gemma":[0.02995586,0.0004426763,0.0003826328,0.00302737,0.0004615313,0.002549884,0.002327988,0.003000944,0.4543911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882846,"about_ca_system_score_gemma":0.00239467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005709458,"about_ca_topic_score_gemma":0.005972163,"domain_scores_codex":[0.9970506,0.0004462025,0.0001697152,0.0003403682,0.001778224,0.0002147542],"domain_scores_gemma":[0.9788905,0.003245515,0.0008495995,0.001484553,0.01388642,0.001643349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003171893,0.000002411691,0.00001684389,0.00001475323,2.706865e-7,0.000002961219,0.000009331073,0.000004440071,0.0000148319,0.0004269633,0.9947595,0.004744507],"study_design_scores_gemma":[0.000002033888,0.000002522457,0.0001353581,0.00004700122,8.81067e-7,0.000007697584,0.00002783172,0.0000134716,0.00003267555,0.0003350045,0.9993926,0.000002828995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007533397,0.005990976,0.002362576,0.05856695,0.2152152,0.0007813624,0.02529155,0.002428787,0.6886093],"genre_scores_gemma":[0.002135168,0.002288132,0.0007681258,0.006595076,0.01582071,0.0002907047,0.006783236,0.0008622917,0.9644566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5024071,"threshold_uncertainty_score":0.7166227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043558348084175,"score_gpt":0.2088837830455729,"score_spread":0.1784481995647312,"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."}}