{"id":"W7125503536","doi":"10.5962/p.440664","title":"Contributions to the Ontario biota of lichens and allied fungi, with emphasis on the Great Lakes Basin: Recent collections from the Carolinian Zone","year":2025,"lang":"","type":"article","venue":"Opuscula philolichenum.","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lichen; Biota; Coastal zone; Invertebrate","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007651063,0.0004820971,0.0006401732,0.00004796552,0.002803691,0.0003008773,0.0009362664,0.0003280393,0.001451822],"category_scores_gemma":[0.0004053806,0.0001436885,0.0002647306,0.00216604,0.000777595,0.00006463188,0.0003440416,0.0006940202,0.00004844171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614767,"about_ca_system_score_gemma":0.000280156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06306331,"about_ca_topic_score_gemma":0.5052624,"domain_scores_codex":[0.9969038,0.0006969255,0.0005956277,0.0007550196,0.0003844395,0.0006641761],"domain_scores_gemma":[0.9958715,0.002617246,0.0002443886,0.0005965631,0.0004495768,0.0002206635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005697937,0.004199024,0.3916787,0.00006179383,0.009593464,0.00003336615,0.04458299,0.0004140231,0.02395241,0.07233824,0.3379665,0.1094815],"study_design_scores_gemma":[0.000598444,0.0007432469,0.3799452,0.0001029142,0.0004658829,0.000006624068,0.001146811,0.00002620248,0.0010349,0.0006748707,0.6149943,0.0002606047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6564646,0.00167455,0.00001562097,0.3325744,0.0005597143,0.001716483,0.001404031,0.0000294885,0.005561075],"genre_scores_gemma":[0.9768961,0.001647608,0.00002586918,0.01271813,0.0005964279,0.0002357263,0.00008986704,0.000006079782,0.00778416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4421991,"threshold_uncertainty_score":0.999461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172550472171578,"score_gpt":0.2346535619239208,"score_spread":0.217398514706763,"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."}}