{"id":"W3122772275","doi":"10.3389/fped.2020.567257","title":"Look Upstream: Measurement for Innovation on the Upper Rio Negro of the Amazon Basin","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Population; Upstream (networking); Focus group; Indigenous; Economic growth; Public relations; Sociology; Medicine; Marketing; Political science; Economics; Business; Ecology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.06239591,0.0005253793,0.001082818,0.001882393,0.002883586,0.003296424,0.002051556,0.001498183,0.002517483],"category_scores_gemma":[0.1353149,0.0003882987,0.0007954896,0.003811623,0.007731173,0.003516028,0.006892275,0.002723797,0.0001480536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0161374,"about_ca_system_score_gemma":0.0326337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1095299,"about_ca_topic_score_gemma":0.1165909,"domain_scores_codex":[0.8923354,0.09190458,0.002246511,0.002739734,0.00887656,0.001897309],"domain_scores_gemma":[0.8347455,0.1329673,0.00971649,0.007613429,0.01281401,0.002143284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009173838,0.001288636,0.1013777,0.009570724,0.0005497863,0.001023223,0.09436632,0.004028469,0.006873853,0.1863505,0.01419494,0.5794585],"study_design_scores_gemma":[0.001563108,0.006749264,0.4788937,0.01443257,0.001655561,0.0007610677,0.09997624,0.009590289,0.01075543,0.1328722,0.2422733,0.0004773298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6319488,0.02887017,0.08034475,0.1439632,0.0009767042,0.01029403,0.002201575,0.0004725428,0.1009283],"genre_scores_gemma":[0.9117135,0.003184583,0.07132431,0.004272112,0.0001331139,0.006714284,0.0002328892,0.00007663432,0.00234859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095299,"threshold_uncertainty_score":0.3299851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484767982744103,"score_gpt":0.2435250145498737,"score_spread":0.2186773347224327,"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."}}