{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002210514,0.00008893922,0.00008330341,0.00002240558,0.001607312,0.000660208,0.000427344,0.00004336997,0.01590924],"category_scores_gemma":[0.00006603233,0.00003809595,0.00006533792,0.0004700217,0.00007652742,0.0001258509,0.0004118966,0.0001570349,0.006614429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000383626,"about_ca_system_score_gemma":5.178293e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002698504,"about_ca_topic_score_gemma":0.000001840217,"domain_scores_codex":[0.9990795,0.00008500535,0.0001227274,0.0002869619,0.0001764293,0.0002494302],"domain_scores_gemma":[0.9996831,0.00002630287,0.00001956577,0.00006297458,0.0001160666,0.00009195511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009740882,0.00003598258,0.000001898199,0.00001883908,0.0000208088,0.00001477307,0.0001706995,0.000001326097,0.009113339,0.002378332,0.2508172,0.7374171],"study_design_scores_gemma":[0.00004662266,0.0001858198,0.002942194,0.00002000167,0.000005978594,0.00006374155,0.0002323059,0.0001408737,0.0000983504,0.0002445688,0.9959184,0.0001011235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3739192,0.002255992,0.0002040843,0.01263674,0.002374984,0.0006487233,0.0005919695,0.004135277,0.603233],"genre_scores_gemma":[0.9951333,0.000242074,0.00003804848,0.0001355226,0.001395932,2.433115e-8,0.0005677451,0.00007800858,0.002409314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7451013,"threshold_uncertainty_score":0.9996924,"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."}}