{"id":"W4200199522","doi":"10.4000/anthropodev.1234","title":"How should we study development?","year":2021,"lang":"en","type":"article","venue":"Anthropologie & développement","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01367623,0.001052578,0.001482211,0.002512625,0.005476807,0.01279503,0.001563964,0.004403998,0.005557085],"category_scores_gemma":[0.02023562,0.0003878207,0.0005690829,0.003357245,0.05513626,0.0213399,0.004899583,0.01128408,0.001852698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0063203,"about_ca_system_score_gemma":0.006811088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059913,"about_ca_topic_score_gemma":0.007932089,"domain_scores_codex":[0.9873614,0.009893123,0.0002260103,0.0010961,0.0006793601,0.0007439335],"domain_scores_gemma":[0.9844943,0.01067349,0.0007889871,0.001063351,0.0014067,0.001573144],"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":[0.00002116707,0.00004590013,0.001604428,0.0005252961,0.00003053441,0.0001396934,0.04136016,0.0001368209,0.00007529641,0.8766133,0.05388737,0.02556005],"study_design_scores_gemma":[0.00001617613,0.00002819921,0.0007259233,0.001415028,0.00001585838,0.0001509565,0.03723033,0.0001260955,0.00008558762,0.5234333,0.4367501,0.00002250489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007806608,0.1437871,0.01112137,0.7245005,0.01070509,0.00008908677,0.000194418,0.00009923999,0.1016965],"genre_scores_gemma":[0.6336582,0.1391906,0.01845953,0.1486892,0.008571415,0.0009475972,0.0002891822,0.0003322926,0.04986194],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01367623,"threshold_uncertainty_score":0.07232767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410768999681493,"score_gpt":0.4079746218387889,"score_spread":0.2668977218706396,"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."}}