{"id":"W7061591966","doi":"","title":"Rethinking Canadian Aid","year":2017,"lang":"en","type":"book","venue":"OpenEdition (OpenEdition)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000282992,0.0007558612,0.0006717064,0.0007001201,0.0009599376,0.0005768629,0.001321278,0.00123908,0.003517202],"category_scores_gemma":[0.0001801994,0.0009057586,0.0002050038,0.0001153345,0.0002625196,0.0079516,0.0001635448,0.001252821,0.00433048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687087,"about_ca_system_score_gemma":0.0008478987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004724184,"about_ca_topic_score_gemma":0.1191597,"domain_scores_codex":[0.9972451,0.00003346248,0.0006648928,0.000710308,0.0005986946,0.000747539],"domain_scores_gemma":[0.9973348,0.00007905393,0.0003241739,0.001580804,0.0002960229,0.0003851313],"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":[0.000006794761,0.00001066587,0.000002944006,0.0001639108,0.0001504742,0.0001851575,0.0000754292,0.003510087,0.00007791328,0.1794568,0.8057505,0.0106093],"study_design_scores_gemma":[0.0003611995,0.00004546297,0.00007182492,0.0004352325,0.00006137686,0.00004301788,0.00001470888,0.000340649,0.001681087,0.05832689,0.9376144,0.001004115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001915058,0.001529728,0.004370075,0.005898193,0.006613871,0.0009018169,0.001459027,0.001841146,0.977367],"genre_scores_gemma":[0.0121368,0.002220117,0.008732764,0.01070928,0.003448257,0.0008308632,0.0147496,0.0005467048,0.9466256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1318639,"threshold_uncertainty_score":0.9993393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878699799018521,"score_gpt":0.2267494819965737,"score_spread":0.2079624840063884,"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."}}