{"id":"W7163175547","doi":"10.5281/zenodo.20516657","title":"Lichens.Québec : Catalogue des lichens, champignons lichénicoles et champignons associés du Québec","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Lichen; Pathogenicity; Mycorrhizal fungi; Soil fungi","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004308381,0.000733062,0.0005307963,0.007039299,0.002001432,0.001511231,0.0008943958,0.0004770715,0.05999475],"category_scores_gemma":[0.001217881,0.0002934727,0.0002701604,0.01479663,0.000568259,0.0006699184,0.0004893809,0.0006571033,0.009285117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01762431,"about_ca_system_score_gemma":0.02324882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872945,"about_ca_topic_score_gemma":0.9925172,"domain_scores_codex":[0.9995543,0.00002806083,0.00003094372,0.0000663524,0.0002066837,0.0001134632],"domain_scores_gemma":[0.9980241,0.00007671653,0.0001831379,0.00007534184,0.001358837,0.0002819334],"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":[0.0003269609,0.0000779621,0.07410237,0.002232711,0.0001213596,0.0003307238,0.001535076,0.000708392,0.004019575,0.005677033,0.5815763,0.3292915],"study_design_scores_gemma":[0.00002006997,0.00002009115,0.154839,0.0004142859,0.00002654004,0.0001942614,0.000460017,0.0002214217,0.0004192475,0.0001873341,0.8431661,0.00003161062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.09039734,0.05362006,0.004213316,0.002975316,0.0005971803,0.0006397391,0.5901141,0.002076925,0.2553662],"genre_scores_gemma":[0.2757191,0.02518427,0.0134192,0.001252376,0.00014327,0.0004320606,0.3466483,0.0007385023,0.336463],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05999475,"threshold_uncertainty_score":0.2007024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084709135792046,"score_gpt":0.2420372751584924,"score_spread":0.2111901838005719,"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."}}