{"id":"W4407413954","doi":"10.1080/03736687.2025.2454811","title":"New national and regional bryophyte records, 79","year":2024,"lang":"en","type":"article","venue":"Journal of Bryology","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Bryophyte; Geography; Ecology; Biology","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":[0.0006302728,0.000270342,0.0002937958,0.004912767,0.0007792974,0.0006798497,0.0004767721,0.0001271292,0.01038056],"category_scores_gemma":[0.0009460368,0.0002820852,0.0002180619,0.006185262,0.0002118478,0.0003645772,0.00086236,0.0003961692,0.005300635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698789,"about_ca_system_score_gemma":0.002072354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2742254,"about_ca_topic_score_gemma":0.6907776,"domain_scores_codex":[0.9996526,0.00003050614,0.0000436722,0.00008097656,0.000139814,0.00005251687],"domain_scores_gemma":[0.9990914,0.00004405547,0.0001726843,0.0001240979,0.000487641,0.00008022213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002803723,0.000103677,0.4418997,0.001538553,0.0002413112,0.0004826696,0.002849562,0.001062303,0.01035375,0.001660691,0.2198019,0.3197256],"study_design_scores_gemma":[0.00001081859,0.00001764985,0.7362894,0.00008917244,0.00005057552,0.0001864647,0.000492501,0.0001183025,0.0004493592,0.00005930034,0.2622291,0.000007376552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3435994,0.02311038,0.001831746,0.00121335,0.0003221057,0.0001886776,0.4753124,0.0008066131,0.1536153],"genre_scores_gemma":[0.5543023,0.008312099,0.01393785,0.0002465007,0.0002734863,0.0002732833,0.3673588,0.000264546,0.05503106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2742254,"threshold_uncertainty_score":0.5452585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090739237918197,"score_gpt":0.2414247230435407,"score_spread":0.2205173306643587,"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."}}