{"id":"W2056042003","doi":"10.1260/026635105775870260","title":"Evaluation of Biological Deployable Systems","year":2005,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Kinematics; Structural system; Computer science; Earthworm; Engineering; Ecology; Biology; Structural engineering; Physics","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":[0.0008755865,0.0007104148,0.0003851063,0.001175886,0.0003113229,0.0007776089,0.0004945776,0.0006251304,0.003779898],"category_scores_gemma":[0.003733935,0.0001449545,0.0002643162,0.0006395997,0.0005164184,0.0006805819,0.0006418738,0.0003092139,0.00040355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008356455,"about_ca_system_score_gemma":0.0004026491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239348,"about_ca_topic_score_gemma":0.000884973,"domain_scores_codex":[0.9993204,0.0001650159,0.0000264386,0.000076672,0.0003529639,0.00005847708],"domain_scores_gemma":[0.9986772,0.0006742481,0.0001495818,0.0001118028,0.0003157089,0.00007152281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000138434,0.00008548336,0.004518188,0.0002613549,0.00003304956,0.0001419672,0.00007850651,0.8974007,0.01764054,0.01163234,0.0005764531,0.06749307],"study_design_scores_gemma":[0.00001587481,0.0005252315,0.0035689,0.00004313596,0.00002261244,0.0001292943,0.0001696842,0.9734004,0.01335558,0.004985495,0.003765036,0.00001868617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6178913,0.001687852,0.3408881,0.0003109286,0.00009324372,0.0002685037,0.0009707753,0.0005074236,0.03738195],"genre_scores_gemma":[0.971641,0.0004132609,0.0253512,0.00001594082,0.00001334463,0.000105896,0.0004949884,0.00004813183,0.001916265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003779898,"threshold_uncertainty_score":0.01264501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241163455393698,"score_gpt":0.2777150758680709,"score_spread":0.2535987303287011,"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."}}