{"id":"W4392473478","doi":"10.1242/jcs.261987","title":"Perspectives on polarity – exploring biological asymmetry across scales","year":2024,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Science and Engineering Research Board; Mechanobiology Institute, Singapore; Centre National de la Recherche Scientifique; Fonds De La Recherche Scientifique - FNRS; National Natural Science Foundation of China; National University of Singapore; Children's Hospital Foundation; National Institutes of Health; Stollery Children’s Hospital Foundation; Medical Research Council; Howard Hughes Medical Institute; Natural Sciences and Engineering Research Council of Canada; Women and Children's Health Research Institute; National Institute of General Medical Sciences; Children's Health Research Institute; Eunice Kennedy Shriver National Institute of Child Health and Human Development; European Commission; Canadian Institutes of Health Research; Vallee Foundation","keywords":"Polarity (international relations); Biology; Cell polarity; Relevance (law); Phenomenon; Cognitive science; Perspective (graphical); Neuroscience; Evolutionary biology; Epistemology; Cell; Computer science; Psychology; Genetics; Political science","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":[0.0007395509,0.00006405479,0.00007391557,0.00005444426,0.0001609808,0.0001009911,0.0003887357,0.00004785855,0.00000745339],"category_scores_gemma":[0.0001130778,0.00004671757,0.00008935305,0.0002019477,0.0003475574,0.00001993842,0.0001364644,0.0001614489,0.000008966766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002904563,"about_ca_system_score_gemma":0.00008795509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002050085,"about_ca_topic_score_gemma":7.917267e-7,"domain_scores_codex":[0.9992856,0.00002556897,0.0001015757,0.0001860903,0.0002215547,0.0001795725],"domain_scores_gemma":[0.9996551,0.00001743066,0.00004618107,0.00009566382,0.00009304612,0.00009261336],"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":[0.00004246227,0.00005798609,0.005051985,0.000007831998,0.000008286067,0.00003046079,0.0004325319,0.00001267648,0.9920765,0.0004003036,0.0001288236,0.001750223],"study_design_scores_gemma":[0.0001825718,0.001017703,0.06374229,0.00004027186,0.000006156908,0.00009473464,0.002745708,0.00001958656,0.9236728,0.0004277834,0.007894906,0.0001555111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99575,0.001924326,0.0005133126,0.0001485638,0.0003751112,0.00002562668,0.000007640756,0.00000390376,0.001251532],"genre_scores_gemma":[0.9985458,0.0004527365,0.0006189928,0.00005857939,0.0002545731,3.616118e-7,3.225991e-7,0.000002416706,0.00006626396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06840365,"threshold_uncertainty_score":0.1905087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077495402481889,"score_gpt":0.2992717932419373,"score_spread":0.2584968392171184,"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."}}