{"id":"W2300300693","doi":"10.7554/elife.17227","title":"Resolving coiled shapes reveals new reorientation behaviors in C. elegans","year":2016,"lang":"en","type":"article","venue":"eLife","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Okinawa Institute of Science and Technology Graduate University; Natural Sciences and Engineering Research Council of Canada; Vrije Universiteit Amsterdam","keywords":"Superposition principle; Curvature; Omega; Physics; Tracking (education); Simple (philosophy); Amplitude; Dynamics (music); Orientation (vector space); Computer science; Biological system; Biology; Geometry; Mathematics; Optics; Acoustics","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":[0.0002029401,0.0001271644,0.0001266146,0.00005002031,0.00004428958,0.00001991273,0.0001638811,0.0001268488,0.00007392562],"category_scores_gemma":[0.0001506181,0.0001068108,0.00004905753,0.00006754775,0.00003934057,0.000006119138,0.00006452725,0.00005467774,0.00004313483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002443828,"about_ca_system_score_gemma":0.00007488805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014288,"about_ca_topic_score_gemma":0.0003549857,"domain_scores_codex":[0.9989768,0.0000528647,0.0002412855,0.0003185121,0.0001613064,0.0002492743],"domain_scores_gemma":[0.9995153,0.0000128869,0.00007210216,0.0002415279,0.00005609761,0.0001020621],"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":[0.00002483159,0.0000306409,0.047228,0.000005018718,0.000007394706,0.000003861234,0.0004170449,0.00002017839,0.9434409,0.00007848136,0.006213341,0.002530352],"study_design_scores_gemma":[0.00189384,0.000317404,0.1668113,0.00008781047,0.00003311331,0.00001246933,0.0001912072,0.00002519535,0.8021429,0.0005022155,0.02746871,0.0005138044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904038,0.000360001,0.008063915,0.0005331138,0.0001761679,0.0001404102,0.000008465263,0.00001838588,0.0002957853],"genre_scores_gemma":[0.9933634,0.0002642115,0.001876116,0.0004242733,0.0003211413,0.00000962942,0.00002417733,0.00002495595,0.003692033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141298,"threshold_uncertainty_score":0.4355617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010600605499634,"score_gpt":0.2546930349532949,"score_spread":0.2440924294536609,"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."}}