{"id":"W6968663931","doi":"10.5281/zenodo.15753333","title":"Pseudopterogramma conicum DEBU","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Peck (Imperial); Malaise; Demographics; Christian ministry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002601416,0.00008655973,0.00009878034,0.00002755805,0.001296209,0.0003211302,0.0006290642,0.00006798052,0.009567616],"category_scores_gemma":[0.000168246,0.00004154358,0.00004913147,0.000405804,0.0001108058,0.00007250805,0.0005304454,0.000126307,0.003487657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004062473,"about_ca_system_score_gemma":7.766283e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004067908,"about_ca_topic_score_gemma":0.000003417699,"domain_scores_codex":[0.9990464,0.0001589635,0.0001406885,0.0002707328,0.0001016734,0.0002815546],"domain_scores_gemma":[0.9995826,0.00002884662,0.000036494,0.00009251766,0.0001766574,0.00008281077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005152129,0.00009155137,0.00005017787,0.00001078707,0.00002318121,0.000004269305,0.00005758714,0.000001163484,0.05456145,0.007415878,0.1574018,0.7803307],"study_design_scores_gemma":[0.0001311836,0.0001626147,0.008005864,0.00001016793,0.000004613,0.00001575714,0.0001158835,0.00004984254,0.0006554079,0.0003612131,0.9904013,0.00008618566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6410631,0.0002367559,0.0002111089,0.006808727,0.0003080554,0.0004260117,0.0001462573,0.001286524,0.3495135],"genre_scores_gemma":[0.9965011,0.00006438767,0.00004281645,0.0005636291,0.0001199377,2.726886e-8,0.0008118686,0.00002622334,0.001870015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8329995,"threshold_uncertainty_score":0.9972882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790454688700449,"score_gpt":0.2300960224602251,"score_spread":0.2021914755732206,"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."}}