{"id":"W6960996780","doi":"10.14288/1.0422745","title":"[Welcome arch]","year":2022,"lang":"en","type":"other","venue":"Open Collections","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"FLAGS register; Arch; Architecture; Style (visual arts); Fence (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040636,0.000812775,0.0004180846,0.00163384,0.002510116,0.004582093,0.001188355,0.001555877,0.8176082],"category_scores_gemma":[0.001877394,0.0005107122,0.000412807,0.001795217,0.0003961982,0.003891228,0.00302857,0.002059402,0.6826478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009522153,"about_ca_system_score_gemma":0.001072763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741216,"about_ca_topic_score_gemma":0.05608194,"domain_scores_codex":[0.9997775,0.00002404099,0.000007680468,0.00003108013,0.0001060871,0.00005369729],"domain_scores_gemma":[0.9989986,0.0001058038,0.00002683038,0.0001316765,0.0004698563,0.0002673983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000159294,0.000004050499,0.00002956187,0.00003119373,5.022733e-7,0.00003305434,0.00006409284,0.00001084166,0.00006308925,0.0007485888,0.9896649,0.009334224],"study_design_scores_gemma":[0.000002092645,0.000001491091,0.00009142715,0.00001542501,3.704949e-7,0.00002470397,0.00004321378,0.000008479819,0.00002779153,0.0001156201,0.9996661,0.000003270306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003514972,0.0002452352,0.0007650567,0.0008990038,0.001695566,0.00006340232,0.01436527,0.003460948,0.9781541],"genre_scores_gemma":[0.001362722,0.0001791578,0.0006424647,0.0005707011,0.0003859146,0.00004161998,0.007967418,0.002986164,0.9858637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8176082,"threshold_uncertainty_score":0.2601596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853500364597876,"score_gpt":0.225905514049828,"score_spread":0.1873705104038493,"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."}}