{"id":"W3025080749","doi":"10.1016/bs.mcb.2020.04.003","title":"Assembly of a simple scalable device for micromechanical testing of plant tissues","year":2020,"lang":"en","type":"article","venue":"Methods in cell biology","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Scalability; Tensile testing; Software; Simple (philosophy); Biology; Ultimate tensile strength; Computer science; Materials science; Programming language; Composite material; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004639367,0.000087209,0.0003869704,0.000034467,0.00001191576,0.000001309275,0.0001074938,0.00008999045,0.000005505197],"category_scores_gemma":[0.0008797314,0.00007884199,0.00004145411,0.0001686284,0.00003264936,0.00001181871,0.00005550496,0.00007712837,6.659087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001073364,"about_ca_system_score_gemma":0.000008530264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000474212,"about_ca_topic_score_gemma":0.0001936822,"domain_scores_codex":[0.9992374,0.0001120734,0.0003155711,0.0001408001,0.00002108645,0.0001730574],"domain_scores_gemma":[0.9976485,0.002163701,0.00004216521,0.0000870552,0.00003302325,0.00002558091],"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":[0.00001945409,0.00001910847,0.01180929,0.00037556,0.00001734622,3.984392e-7,0.0003081914,0.0003683967,0.966715,0.00006263462,0.00007209818,0.02023251],"study_design_scores_gemma":[0.0003072862,0.0002519556,0.0009651543,0.00001670115,0.0000147418,3.956746e-7,0.0001333378,0.02609805,0.9611713,0.0009381938,0.01000169,0.0001011741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692294,0.002142671,0.2270885,0.00009204994,0.0001490952,0.0003052664,0.0001425159,0.0000788008,0.0007717555],"genre_scores_gemma":[0.5283419,0.00001221235,0.4715864,0.000009411671,0.00002037674,0.00001305974,0.000006320098,0.000008317904,0.000002056079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444979,"threshold_uncertainty_score":0.3215083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147783712456455,"score_gpt":0.371907507336929,"score_spread":0.2571291360912834,"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."}}