{"id":"W4388043212","doi":"10.1101/2023.10.30.564635","title":"Observations on the curvature of Physcomitrium patens (Hedw.) Mitt. and Funaria hygrometrica (Hedw.) caulonemal filaments","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Queen Mary University of London","keywords":"Phototropism; Clockwise; Curvature; Protonema; Physics; Optics; Population; Biology; Biophysics; Botany; Geometry; Moss; Mathematics; Blue light","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":[],"consensus_categories":[],"category_scores_codex":[0.0005213286,0.0004474784,0.0005697106,0.00008937194,0.0003305875,0.000145799,0.000665918,0.0006952886,0.0001326729],"category_scores_gemma":[0.0003973507,0.0001937269,0.0001902216,0.001168195,0.0002153871,0.00006828378,0.0007095174,0.0007946715,0.00004733534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007461048,"about_ca_system_score_gemma":0.00007997602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003652067,"about_ca_topic_score_gemma":0.00006544393,"domain_scores_codex":[0.9976764,0.0001828814,0.0005035428,0.0008265949,0.0002849099,0.0005257265],"domain_scores_gemma":[0.9981379,0.0004839214,0.0004892664,0.0003858715,0.0003424927,0.000160542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003259669,0.0002002303,0.0103286,0.00008349762,0.0001586264,0.00001213501,0.000008639878,0.00001445886,0.9799685,0.002174221,0.007006672,0.00001180782],"study_design_scores_gemma":[0.0001902062,0.0002000132,0.9468839,0.0001716666,0.000093075,1.950482e-8,0.00001068158,0.00007577476,0.03286725,0.0000150634,0.01904848,0.0004438696],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899804,0.0004254121,0.00000334653,0.006402735,0.0009762861,0.0007567026,0.00127884,0.0001638314,0.00001245887],"genre_scores_gemma":[0.997938,0.0004491074,0.0001584082,0.0009014717,0.0003855274,0.0001032377,0.000004417447,0.00001208091,0.00004768266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9471012,"threshold_uncertainty_score":0.7899953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372373712847932,"score_gpt":0.2077560135709232,"score_spread":0.1640322764424439,"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."}}