{"id":"W4386388067","doi":"10.1093/plphys/kiad481","title":"Pectate lyase-like lubricates the male gametophyte's path toward its mating partner","year":2023,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Pectate lyase; Gametophyte; Mating; Biology; Path (computing); Genetics; Botany; Enzyme; Biochemistry; Computer science; Pollen","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002722012,0.0002397372,0.000271386,0.0000520776,0.0001443512,0.0000137421,0.0004019456,0.0001410269,0.00005501942],"category_scores_gemma":[0.0002021983,0.000163082,0.0001069485,0.0001866963,0.0001611002,0.000004565531,0.0003247372,0.0001665638,0.0005152184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000116852,"about_ca_system_score_gemma":0.00004755677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001783817,"about_ca_topic_score_gemma":0.00000902609,"domain_scores_codex":[0.9981587,0.0002312964,0.0002423968,0.0007082482,0.00009236253,0.0005670162],"domain_scores_gemma":[0.9991233,0.0001140919,0.0001399566,0.000497786,0.00006223804,0.00006266803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001240013,0.00002745209,0.0008506962,0.00002495996,0.00008269292,0.00002401278,0.00007421312,0.00008863068,0.9754469,0.0001973941,0.02276813,0.0002908786],"study_design_scores_gemma":[0.0007436431,0.0006662104,0.08081467,0.00002739443,0.00006234012,0.0008474707,0.0004743695,0.001072464,0.6678656,0.0009348544,0.2456452,0.0008457229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966571,0.0005985554,0.00002463483,0.0007115841,0.0005820129,0.0002563775,0.0002953027,0.00007920712,0.0007951989],"genre_scores_gemma":[0.9942794,0.00059633,0.00009143972,0.0005231199,0.0007119108,0.0001104455,0.001641186,0.00002656914,0.00201958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3075813,"threshold_uncertainty_score":0.665029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563728236718716,"score_gpt":0.2517701686617745,"score_spread":0.2261328862945874,"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."}}