{"id":"W4226427061","doi":"10.1007/978-3-030-86236-7_5","title":"Pattern Formation Inside Living Cells","year":2022,"lang":"en","type":"book-chapter","venue":"SEMA SIMAI Springer series","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multicellular organism; Active matter; GTPase; Cytoskeleton; Cell biology; Actin; Cell; Cell migration; Biology; Actin cytoskeleton; Biological system; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001898736,0.0002709368,0.0003652557,0.0003676469,0.0005061414,0.002055527,0.0006682,0.001088304,0.006987141],"category_scores_gemma":[0.000544074,0.0003038061,0.0004734304,0.0003697866,0.001552065,0.001922808,0.0008330393,0.001028094,0.001921959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008025435,"about_ca_system_score_gemma":0.0003380975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007649394,"about_ca_topic_score_gemma":0.0003788394,"domain_scores_codex":[0.999817,0.00002523698,0.000008066015,0.00006646763,0.00006993912,0.00001323998],"domain_scores_gemma":[0.9997956,0.00007630279,0.00002152387,0.0000446859,0.00004068132,0.00002124976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000133685,0.00001103148,0.0002123326,0.0001645468,0.00001294069,0.0001630741,0.0003024597,0.02741068,0.01917346,0.9119798,0.006899366,0.03365701],"study_design_scores_gemma":[0.0000241633,0.00005762499,0.0004420438,0.00009935439,0.00001357125,0.0005504843,0.0001310629,0.1176403,0.01680267,0.629361,0.2348389,0.00003892266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06352145,0.01765713,0.5639142,0.006096356,0.002273571,0.0001219911,0.0005056014,0.001443451,0.3444663],"genre_scores_gemma":[0.6242887,0.01233552,0.1220344,0.00107107,0.000685816,0.0002503569,0.0006905828,0.0004364869,0.238207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006987141,"threshold_uncertainty_score":0.02337438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009797226867953061,"score_gpt":0.2040246093940579,"score_spread":0.1942273825261048,"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."}}