{"id":"W7039750937","doi":"","title":"Modeling the effect of elasticity in motile cells","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Elasticity (physics); Context (archaeology); Living cell; Dynamics (music); Collective behavior; Cell; Limit (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732138,0.0005162669,0.0004671138,0.0004763839,0.0005688721,0.00117991,0.00111527,0.002096591,0.002163631],"category_scores_gemma":[0.001193912,0.0004825063,0.0007570122,0.0003674436,0.00108923,0.0008534734,0.001117842,0.0008751124,0.0003654334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009525242,"about_ca_system_score_gemma":0.0008477665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120246,"about_ca_topic_score_gemma":0.00420541,"domain_scores_codex":[0.9998773,0.0000337175,0.000005946488,0.00002140624,0.00002832866,0.00003316451],"domain_scores_gemma":[0.9996313,0.0002017901,0.00005738805,0.00002527119,0.00003569901,0.00004844127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002282219,0.00002516602,0.0007196316,0.00002210227,0.000008974778,0.00009605333,0.0000512823,0.9851798,0.004128749,0.008421253,0.0001646107,0.001159623],"study_design_scores_gemma":[0.000006555335,0.00001459677,0.000156069,0.000004585947,0.000003355132,0.00001409789,0.00001209876,0.9977376,0.0003433604,0.001348699,0.0003532594,0.000005617117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7399788,0.001666201,0.2132409,0.001836735,0.0002952002,0.000147579,0.0003617158,0.000307001,0.04216592],"genre_scores_gemma":[0.9684364,0.0006418115,0.01737115,0.0002022898,0.00004517972,0.0001187286,0.00009608539,0.00007089454,0.01301747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120246,"threshold_uncertainty_score":0.02227449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257574533009948,"score_gpt":0.2678447273037397,"score_spread":0.2452689819736402,"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."}}