{"id":"W2257084477","doi":"10.1353/book.82049","title":"Rethinking Canadian Aid","year":2016,"lang":"en","type":"book","venue":"University of Ottawa Press eBooks","topic":"International Development and Aid","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Foreign policy; Government (linguistics); Political science; Public administration; International development; Sociology; Law; Politics; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002420123,0.0001048943,0.0001537872,0.0001731797,0.0004125473,0.00001902027,0.0005889158,0.0002853004,0.000612197],"category_scores_gemma":[0.00002253084,0.0001192067,0.00009040915,0.000006270425,0.0003394374,0.00007152721,0.00006617746,0.0001540896,0.00005001972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967463,"about_ca_system_score_gemma":0.002323279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2533723,"about_ca_topic_score_gemma":0.6340326,"domain_scores_codex":[0.9990806,0.00005049412,0.00009447721,0.0001759321,0.0003731446,0.0002253607],"domain_scores_gemma":[0.999326,0.000062356,0.00014921,0.0001153496,0.0001938026,0.0001532937],"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":[0.000003494556,0.000001317854,0.00002423874,0.00001040653,0.00004545598,0.00003465976,0.007979709,9.127517e-8,0.000001236004,0.8678218,0.1225354,0.00154216],"study_design_scores_gemma":[0.0001341319,0.00000547579,0.00002330184,0.0002018883,0.00001837635,2.327363e-7,0.00007422981,3.596333e-7,0.00001579082,0.01959099,0.9797849,0.0001503138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001638825,0.00002968579,0.00001911858,0.0003532071,0.0003421703,0.0001336922,0.00007097092,0.00003238525,0.9990024],"genre_scores_gemma":[0.004176418,0.00004111135,0.0002266392,0.00006232187,0.0001766182,7.840099e-8,0.00001662675,0.000009718973,0.9952905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8572494,"threshold_uncertainty_score":0.7515996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700058440150643,"score_gpt":0.2246612994494714,"score_spread":0.197660715047965,"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."}}