{"id":"W6930060439","doi":"10.5281/zenodo.10247361","title":"Hoplandria (Hoplandria) laeviventris Casey","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Beech; Bog; Deciduous; Litter; Plant litter; Table (database); Thicket","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":[0.0001404675,0.0008051052,0.0003013745,0.001614672,0.001350016,0.0004586015,0.0005567749,0.0004109839,0.01798085],"category_scores_gemma":[0.0002335784,0.0001908891,0.0001333532,0.0008711162,0.0005498137,0.0007594874,0.0006775961,0.0004987179,0.005803135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159983,"about_ca_system_score_gemma":0.0002475098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02217134,"about_ca_topic_score_gemma":0.05012664,"domain_scores_codex":[0.9998965,0.00001019555,0.00000636826,0.0000469723,0.00001827526,0.00002169571],"domain_scores_gemma":[0.9998786,0.00002970215,0.00004559712,0.00001086861,0.00002184266,0.00001331452],"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":[0.0007238497,0.0005354009,0.07450221,0.001108341,0.0001189703,0.01799046,0.006108494,0.001353732,0.04220539,0.01067184,0.09840758,0.7462738],"study_design_scores_gemma":[0.0001850131,0.0005328411,0.5212131,0.0008866634,0.0001461042,0.01064866,0.004518101,0.0005980642,0.002878701,0.002955409,0.4553693,0.00006811513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5160704,0.02095907,0.00310193,0.001298637,0.0007095922,0.0008298082,0.007374136,0.001207614,0.4484489],"genre_scores_gemma":[0.923186,0.004372196,0.002476033,0.0008453011,0.0002944623,0.0003397638,0.003585829,0.00003703958,0.06486337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02217134,"threshold_uncertainty_score":0.06015193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453384134659046,"score_gpt":0.2648358201188238,"score_spread":0.2403019787722333,"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."}}