{"id":"W3130340903","doi":"10.1002/tax.12442","title":"Growing a Community: The Inaugural #Blackbotanistsweek Recap and Looking Forward","year":2021,"lang":"en","type":"article","venue":"Taxon","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"College of Engineering, Michigan State University; Michigan State University Foundation; Michigan State University; National Science Foundation","keywords":"White (mutation); Indigenous; Social media; The arts; Media studies; Political science; Criminology; Sociology; History; Law; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003068505,0.0007995234,0.0003657467,0.000962616,0.01751308,0.006735145,0.001253018,0.00515714,0.06617618],"category_scores_gemma":[0.004915135,0.0006695486,0.0005478484,0.0005772471,0.003971097,0.007072366,0.0124539,0.01037615,0.01199228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426257,"about_ca_system_score_gemma":0.009914442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03281842,"about_ca_topic_score_gemma":0.09988419,"domain_scores_codex":[0.9972882,0.0006530537,0.00005972437,0.0002379432,0.0006596982,0.001101389],"domain_scores_gemma":[0.9910097,0.0003288472,0.0002641649,0.0001561178,0.0007068266,0.007534369],"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":[0.00004358248,0.0001223635,0.0016786,0.0001293621,0.000006384329,0.0004170187,0.01538142,0.00001068392,0.0006584529,0.007883246,0.9328434,0.04082545],"study_design_scores_gemma":[0.000005839612,0.00004173245,0.002819544,0.0001540303,0.000001971857,0.00009272782,0.01295822,0.00001580326,0.00008905055,0.0007639591,0.9830431,0.00001400715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03531571,0.01031653,0.001068197,0.73545,0.04756824,0.0003655628,0.001103747,0.0004781501,0.1683338],"genre_scores_gemma":[0.1195014,0.006744298,0.001936075,0.1995144,0.007554084,0.0005343428,0.0009145695,0.0007439217,0.6625569],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06617618,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3182969705014593,"score_gpt":0.4157505606679898,"score_spread":0.09745359016653043,"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."}}