{"id":"W2011725061","doi":"10.1126/science.1220221","title":"Membrane Bending Tug of War","year":2012,"lang":"en","type":"letter","venue":"Science","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tug of war; Crowding; Membrane; Biophysics; Vesicle; Bending; Chemistry; Materials science; Biology; Physics; Biochemistry; Composite material; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000647336,0.0005336829,0.0006545301,0.0002658729,0.001767657,0.002161783,0.0005356835,0.007192556,0.008716487],"category_scores_gemma":[0.00414086,0.0002535243,0.0006449423,0.0001492448,0.002641933,0.002162985,0.001062186,0.009398764,0.004326719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380387,"about_ca_system_score_gemma":0.0004206663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004998856,"about_ca_topic_score_gemma":0.0005156393,"domain_scores_codex":[0.9996432,0.00008226776,0.00001673743,0.00008323776,0.00009325769,0.00008125009],"domain_scores_gemma":[0.9990265,0.0005019213,0.00008139939,0.0001310419,0.00009071574,0.0001683882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00223194,0.00009940418,0.001736759,0.0003473318,0.0001317665,0.0233489,0.00062344,0.0009590238,0.04508421,0.1043095,0.7283256,0.0928022],"study_design_scores_gemma":[0.0002708543,0.0003003825,0.001525323,0.0001717149,0.00004988632,0.01326713,0.0007288089,0.00296837,0.01985068,0.07258269,0.8882079,0.00007638843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03550559,0.0223805,0.005892851,0.8024274,0.07543881,0.00006359119,0.0002424554,0.0006537598,0.05739512],"genre_scores_gemma":[0.4592021,0.0134478,0.002274401,0.3784913,0.03522312,0.0001493655,0.0001635131,0.0002155573,0.1108329],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008716487,"threshold_uncertainty_score":0.02915961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194326231860289,"score_gpt":0.2314234395946782,"score_spread":0.2194801772760753,"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."}}