{"id":"W6893063898","doi":"10.5281/zenodo.13746130","title":"Trachyphloeosoma roelofsi","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Logging; Illegal logging; Work (physics); Period (music)","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":[0.00005298183,0.0002622171,0.0001507026,0.0008936696,0.0006784035,0.0002273191,0.0002439584,0.0002347895,0.008738951],"category_scores_gemma":[0.000153397,0.0000974187,0.00009265418,0.0005782378,0.0001961453,0.0005184626,0.0004334856,0.0002010578,0.001521624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000329912,"about_ca_system_score_gemma":0.0002629268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009780588,"about_ca_topic_score_gemma":0.02404052,"domain_scores_codex":[0.9999045,0.00000881966,0.000009678598,0.00003080273,0.00002681473,0.0000193506],"domain_scores_gemma":[0.9999133,0.00001420558,0.00003109265,0.000008039567,0.00001719023,0.00001619067],"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":[0.001222872,0.0002149118,0.1478627,0.001433814,0.0001065535,0.007422085,0.004099087,0.0008872951,0.3535509,0.002564454,0.01081962,0.4698158],"study_design_scores_gemma":[0.00006707013,0.0008604812,0.8503093,0.0002675217,0.0001038402,0.008014079,0.002775345,0.0004991166,0.01273415,0.0003253977,0.1239937,0.00004998785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896553,0.002647187,0.0007054789,0.0001828744,0.00009286147,0.00014156,0.002939698,0.00009863224,0.1035362],"genre_scores_gemma":[0.9858774,0.00074659,0.001205517,0.000107854,0.00004405593,0.00004814387,0.001555647,0.000005650378,0.0104091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009780588,"threshold_uncertainty_score":0.02923477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948909735500246,"score_gpt":0.2185260745740694,"score_spread":0.1890369772190669,"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."}}