{"id":"W7068143137","doi":"","title":"Next Generation of knowledge partnerships for global development. Introduction","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Nature versus nurture; Reflexivity; International development; Key (lock)","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":[0.0001875536,0.0001831688,0.0002135774,0.0001290874,0.0001498081,0.0001161536,0.0001881738,0.0001393372,0.00001299558],"category_scores_gemma":[0.00005185965,0.0002267891,0.00007280776,0.0004334836,0.00003129771,0.0008759191,0.00006582508,0.0001608848,0.00002568308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381511,"about_ca_system_score_gemma":0.000113308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.38672e-7,"about_ca_topic_score_gemma":0.0005656864,"domain_scores_codex":[0.9990082,0.00005987465,0.0002268624,0.0003013494,0.0001326911,0.0002709756],"domain_scores_gemma":[0.9993896,0.00002605207,0.00006544198,0.0002061029,0.0002081313,0.0001046827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007894455,0.0001900388,0.877843,0.001211428,0.0002866488,0.00004949711,0.001281055,0.005227093,0.09961226,0.00122371,0.00007691899,0.01291943],"study_design_scores_gemma":[0.003241634,0.00016532,0.3488662,0.000685714,0.0003308538,0.0001238557,0.001032413,0.0003821353,0.54289,0.0002685839,0.1001901,0.001823215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888952,0.0003787696,0.009530215,0.0000696177,0.0005883378,0.0001054962,0.00001026841,0.0001586303,0.0002634153],"genre_scores_gemma":[0.9956174,0.00002190106,0.0006943173,0.0000156523,0.0004470289,0.000001624305,0.00009419801,0.00002390609,0.003083923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5289767,"threshold_uncertainty_score":0.9248192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.21620997887098,"score_gpt":0.3189602490438889,"score_spread":0.1027502701729088,"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."}}