{"id":"W2036299186","doi":"10.1371/journal.pone.0048087","title":"Persistent Symmetry Frustration in Pollen Tubes","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Symmetry (geometry); Homogeneous space; Symmetry in biology; Turgor pressure; Constant (computer programming); Physics; Circular symmetry; Bilateral symmetry; Rotational symmetry; Pollen tube; Pollen; Biophysics; Classical mechanics; Mechanics; Geometry; Biology; Botany; Pollination; Mathematics","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":[0.0001426317,0.0000721226,0.00009438198,0.00003716469,0.00001844673,0.000003773322,0.00006854178,0.000106367,0.00002027286],"category_scores_gemma":[0.0001184212,0.00006909741,0.00003326517,0.00004653739,0.00002911058,0.000003640844,0.00004151761,0.00005953759,0.00003276589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778353,"about_ca_system_score_gemma":0.0000169582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001612785,"about_ca_topic_score_gemma":0.00001284871,"domain_scores_codex":[0.9994007,0.00004676609,0.00009557896,0.0001876695,0.00006888085,0.0002003676],"domain_scores_gemma":[0.9997231,0.000005449803,0.0000175192,0.0001817295,0.00002658808,0.00004560278],"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":[0.0000316808,0.0004908858,0.1698118,0.00001045715,0.0000706605,4.01416e-7,0.00002758382,3.206451e-7,0.8291871,0.0000879763,0.0001784045,0.0001027546],"study_design_scores_gemma":[0.0002106293,0.0001816336,0.07890666,0.00001438749,0.00002966765,0.000008012435,0.00009066708,0.000006602581,0.9191168,0.00001748093,0.001289542,0.000127923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956765,0.001551752,0.000004655799,0.0002513725,0.00004727321,0.0001169215,0.00001137112,0.000006953249,0.002333212],"genre_scores_gemma":[0.9981546,0.0001047532,0.0005450764,0.00009038853,0.0004227775,0.00001509453,0.0001132813,0.000007120942,0.000546954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09090515,"threshold_uncertainty_score":0.2817711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03855677694585649,"score_gpt":0.228997975686145,"score_spread":0.1904411987402886,"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."}}