{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000587217,0.000526445,0.0001664538,0.001198782,0.001401964,0.0002908896,0.0003146746,0.0003921709,0.01820691],"category_scores_gemma":[0.0002077846,0.0001888063,0.0001303133,0.0007941845,0.0003640772,0.0005414282,0.0006419882,0.00052163,0.007493759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809319,"about_ca_system_score_gemma":0.0002617692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006662551,"about_ca_topic_score_gemma":0.01602827,"domain_scores_codex":[0.9999046,0.00001284889,0.000006552104,0.00003384383,0.00002901458,0.00001309648],"domain_scores_gemma":[0.9998754,0.00001765194,0.00003685759,0.00002411989,0.00003241244,0.0000135793],"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":[0.0004299603,0.0002453599,0.03177394,0.0007663583,0.00004429544,0.006079232,0.001450616,0.0009356919,0.05352217,0.00781514,0.08554491,0.8113923],"study_design_scores_gemma":[0.00007625612,0.0002295349,0.1830448,0.0002424975,0.00004113482,0.01274196,0.001270486,0.0004766012,0.003836985,0.002022663,0.7959841,0.00003306722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1879941,0.004372082,0.00370266,0.000794982,0.0005257918,0.0003413981,0.003717531,0.001063858,0.7974876],"genre_scores_gemma":[0.8860466,0.002111227,0.004131057,0.001094544,0.000178694,0.000157314,0.003698492,0.0001246677,0.1024574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01820691,"threshold_uncertainty_score":0.06090814,"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."}}