{"id":"W2011337451","doi":"10.11646/phytotaxa.162.4.10","title":"Notes on Early Land Plants Today. 51. Validation of Schistochilopsis hyperarctica (Scapaniaceae, Marchantiophyta)","year":2014,"lang":"en","type":"article","venue":"Phytotaxa","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Warwick; Negaunee Foundation; National Science Foundation","keywords":"Marchantiophyta; Mistake; Biology; Taxon; Type locality; Ecology; Botany; Taxonomy (biology); Law; Genus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013616,0.0001367982,0.0002278583,0.00001476372,0.000181075,0.00001973793,0.00014417,0.0000610393,0.0001246188],"category_scores_gemma":[0.0000687659,0.00005140663,0.0001002097,0.0001472117,0.0000634509,0.00005552269,0.00005266039,0.00009695759,0.00007387155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000102973,"about_ca_system_score_gemma":0.000002714128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003976109,"about_ca_topic_score_gemma":0.0001427972,"domain_scores_codex":[0.9990914,0.00006210715,0.0001784688,0.0002403655,0.0002086217,0.0002190452],"domain_scores_gemma":[0.9994511,0.0002491248,0.0001167335,0.00007349088,0.00005004803,0.00005948706],"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":[0.0007715045,0.0008877177,0.3157669,0.0001298564,0.0002210183,0.000005145512,0.0005837967,0.00005869139,0.1876972,0.003409476,0.004451767,0.4860169],"study_design_scores_gemma":[0.0002897503,0.001079562,0.9538928,0.00008079332,0.00001769474,0.000003417339,0.0000349501,0.000045956,0.01353382,0.001076151,0.02969229,0.0002528403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913159,0.00006948365,0.0000073213,0.001159531,0.0006709414,0.0001324013,0.00004976494,0.00003604249,0.006558592],"genre_scores_gemma":[0.998479,0.00007644429,0.0001153434,0.0001046024,0.001001518,0.0000092214,0.00001925367,0.000001565398,0.000193047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6381259,"threshold_uncertainty_score":0.2096302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631901442680954,"score_gpt":0.2107649547668269,"score_spread":0.1944459403400173,"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."}}