{"id":"W3111127743","doi":"10.1029/2020jg006148","title":"Once Upon a Time, in AmeriFlux","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Appeal; Feeling; Public relations; Psychology; Diversity (politics); Political science; Social psychology","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":[0.0004769419,0.0002417151,0.0001422098,0.0004297986,0.005407354,0.001629331,0.0006281374,0.0007871752,0.02610716],"category_scores_gemma":[0.0004114021,0.0001451606,0.0001535542,0.0005650239,0.0007500713,0.000852784,0.0009885385,0.0009677971,0.003115562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004311016,"about_ca_system_score_gemma":0.004422752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1104232,"about_ca_topic_score_gemma":0.254166,"domain_scores_codex":[0.999779,0.00002464725,0.000005838856,0.00004259816,0.00003868532,0.0001091358],"domain_scores_gemma":[0.9997302,0.00002797897,0.00002195359,0.000006789597,0.00006897528,0.0001440784],"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":[0.001687685,0.0005963197,0.1169807,0.001053267,0.00004305012,0.01569884,0.2106795,0.0003236414,0.01980797,0.01262899,0.3621052,0.2583947],"study_design_scores_gemma":[0.0000491605,0.0002091044,0.156551,0.000113217,0.00001368386,0.0007880956,0.1344077,0.0001617817,0.0008618393,0.0004353608,0.7063798,0.00002926599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8416664,0.002699111,0.0008361981,0.01014113,0.001397529,0.0001622976,0.003111866,0.0002784849,0.1397069],"genre_scores_gemma":[0.7734255,0.000762726,0.001312405,0.003534815,0.0002900996,0.0001141431,0.001605765,0.0001033671,0.2188512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1104232,"threshold_uncertainty_score":0.2195609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891595770962724,"score_gpt":0.3799711701742734,"score_spread":0.3010552124646462,"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."}}