{"id":"W4376643872","doi":"10.1639/0007-2745-126.2.205","title":"Inequity in authorship of North American lichens","year":2023,"lang":"en","type":"article","venue":"The Bryologist","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lichen; Taxon; Checklist; Geography; Identity (music); Ecology; Ethnology; Sociology; Biology","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":[0.0004394133,0.00006549535,0.0001546018,0.00001194333,0.00006480281,0.000006830031,0.0003255879,0.00003290786,0.00006131613],"category_scores_gemma":[0.0002036555,0.00001890918,0.00004322279,0.001046656,0.0003397783,0.0000199774,0.0001345942,0.0001382249,0.000116769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001207016,"about_ca_system_score_gemma":0.000005513085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466975,"about_ca_topic_score_gemma":0.05005833,"domain_scores_codex":[0.999247,0.0001424361,0.000155436,0.0001335078,0.0000751858,0.0002464628],"domain_scores_gemma":[0.9994019,0.0004054038,0.0000785529,0.0000613041,0.00001818661,0.00003470924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002308658,0.00003658496,0.9665172,0.000002216591,0.000004459269,0.0000052668,0.0002128993,0.00001364258,0.003211529,0.00050551,0.0007764999,0.02869112],"study_design_scores_gemma":[0.0000349553,0.000162322,0.9973679,0.000001183462,0.000002422408,0.000001021401,0.0001422482,0.0000462618,0.000142894,0.0004847163,0.001562075,0.00005204152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936734,0.00001338899,1.950636e-7,0.005071664,0.00007244386,0.00009038505,0.00001927426,0.00006340438,0.000995847],"genre_scores_gemma":[0.9992149,0.000026189,0.000006024198,0.0003055029,0.00008226763,0.00001062339,0.00002283216,4.104625e-7,0.0003312721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04759135,"threshold_uncertainty_score":0.9672756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04683212785324271,"score_gpt":0.2605668246467827,"score_spread":0.21373469679354,"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."}}