{"id":"W2173730649","doi":"10.2495/dne-v8-n2-165-171","title":"The force cone method: a new thinking tool for lightweight structures","year":2013,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Design Education and Practice","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cone (formal languages); Computer science; Engineering; Mechanical engineering; Structural engineering; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001162622,0.001568007,0.0007615961,0.002585531,0.0008424175,0.002115183,0.001964936,0.001349415,0.01779228],"category_scores_gemma":[0.002229305,0.0007745731,0.001459737,0.001157333,0.001697362,0.002273346,0.001664619,0.002099873,0.005063983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007037601,"about_ca_system_score_gemma":0.001323567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267161,"about_ca_topic_score_gemma":0.001290108,"domain_scores_codex":[0.9986793,0.0001810055,0.00005234698,0.0001341232,0.0008836478,0.00006954844],"domain_scores_gemma":[0.9991191,0.0003649679,0.00006810307,0.0001369876,0.00025751,0.00005332757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000112181,0.00006584172,0.0005504701,0.0007079215,0.00005202144,0.0004302952,0.0008118357,0.0278412,0.02896643,0.438103,0.02618358,0.4761753],"study_design_scores_gemma":[0.00009735441,0.0001442087,0.00044861,0.0003593071,0.00004886103,0.001550074,0.0002148834,0.2490834,0.01764043,0.2673331,0.4628952,0.0001845895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008267355,0.0002704299,0.9901276,0.0001071893,0.0001142591,0.00005993525,0.00008225873,0.001009743,0.00740193],"genre_scores_gemma":[0.02313936,0.0008214242,0.9631385,0.0001454516,0.0001168034,0.0002968837,0.0002487355,0.00108313,0.01100975],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01779228,"threshold_uncertainty_score":0.05952114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152333021702971,"score_gpt":0.2867556715693455,"score_spread":0.2752323413523158,"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."}}