{"id":"W6967993196","doi":"10.5281/zenodo.11388847","title":"Schizopyga circulator subsp. pulchra Walley 1936","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":"","funders":"","keywords":"Circulator; Genus; New guinea; Optical circulator","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007879444,0.0004838087,0.0002413683,0.0009442479,0.001179646,0.0003485692,0.000269864,0.0002752644,0.007189879],"category_scores_gemma":[0.0002128691,0.0001813216,0.000126815,0.0008799043,0.0004329456,0.000709038,0.000556652,0.0003466569,0.002109536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684975,"about_ca_system_score_gemma":0.0002663862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009501721,"about_ca_topic_score_gemma":0.01187784,"domain_scores_codex":[0.9999313,0.000006825128,0.00000963333,0.00002439901,0.00001662815,0.0000111732],"domain_scores_gemma":[0.9999377,0.00000890345,0.00002205273,0.000007875948,0.00001512917,0.000008373579],"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":[0.001038156,0.0001436538,0.05513716,0.001136407,0.0001048534,0.008003586,0.003897486,0.002284683,0.1245971,0.01398766,0.0257207,0.7639487],"study_design_scores_gemma":[0.0001745836,0.0004681184,0.4290669,0.0004847389,0.0001702725,0.01355146,0.002021472,0.001032858,0.009450883,0.002146994,0.5413725,0.00005915103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7209115,0.009477774,0.004913473,0.0004043886,0.0003628035,0.000455151,0.004634812,0.0004454435,0.2583946],"genre_scores_gemma":[0.9721419,0.004493766,0.003236522,0.0001450368,0.00009138856,0.00009328582,0.002366608,0.00003106923,0.01740039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009501721,"threshold_uncertainty_score":0.0240525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796097371460329,"score_gpt":0.2176888131988263,"score_spread":0.189727839484223,"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."}}