{"id":"W7115582416","doi":"10.5281/zenodo.17943060","title":"Phaeoceros Prosk.","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"","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":[0.0002299731,0.001230303,0.0004049072,0.002272705,0.00167351,0.0006519305,0.0006359675,0.0006497189,0.02763979],"category_scores_gemma":[0.00053322,0.0003808445,0.0002055789,0.001454202,0.0008799206,0.002227024,0.001388675,0.0007500416,0.01736657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008664982,"about_ca_system_score_gemma":0.0003882734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275282,"about_ca_topic_score_gemma":0.02302727,"domain_scores_codex":[0.9996883,0.00002415568,0.00003909201,0.0001217782,0.00008664683,0.00004007592],"domain_scores_gemma":[0.9996206,0.0000495944,0.000162336,0.00003647813,0.00007917789,0.00005190762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009957583,0.0002384982,0.04062902,0.002497251,0.000178266,0.005512217,0.002419683,0.0007301491,0.05098696,0.009528854,0.05300516,0.8332782],"study_design_scores_gemma":[0.0001331336,0.0006390227,0.4797798,0.0006341088,0.0001912789,0.01630124,0.004030912,0.0003043889,0.007763062,0.002998041,0.4871538,0.00007113161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2802641,0.04726942,0.004821906,0.002105168,0.001681966,0.0008708342,0.01601972,0.00110725,0.6458596],"genre_scores_gemma":[0.8490409,0.02253448,0.005788682,0.001566433,0.0004427852,0.0004775515,0.009657778,0.00008831363,0.110403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02763979,"threshold_uncertainty_score":0.09246427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547189424484055,"score_gpt":0.2421214868803314,"score_spread":0.1966495926354908,"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."}}