{"id":"W4240235415","doi":"10.1007/978-3-030-44394-8_10","title":"The Displacement Method","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Riverview Hospital","funders":"","keywords":"Antisymmetric relation; Displacement (psychology); Computer science; Algorithm; Span (engineering); Structural engineering; Simplicity; Mathematics; 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":[0.0003109,0.0007804671,0.0005848809,0.001096086,0.0006259385,0.001458549,0.0009456957,0.0009839601,0.04075683],"category_scores_gemma":[0.0007879715,0.0004668198,0.0005441362,0.0008780014,0.001423551,0.001312656,0.00134587,0.001891306,0.01717856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000659669,"about_ca_system_score_gemma":0.0008336803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110779,"about_ca_topic_score_gemma":0.001525389,"domain_scores_codex":[0.9996232,0.00007268383,0.00001169569,0.00007893638,0.0001880999,0.00002543438],"domain_scores_gemma":[0.9998469,0.00005050063,0.000006670888,0.00004154172,0.00004270502,0.00001168421],"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":[0.0000175024,0.00002016974,0.0001063543,0.0001484257,0.00001358144,0.00004438513,0.00008069751,0.005656528,0.002859578,0.6388694,0.06098367,0.2911997],"study_design_scores_gemma":[0.0000102336,0.00002213673,0.0002133665,0.00008816775,0.00001173953,0.0002138472,0.0000470612,0.02314614,0.003164568,0.2629887,0.7100713,0.00002276397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001446635,0.01186427,0.5779811,0.00132876,0.002587646,0.00006168973,0.0003007518,0.0007877505,0.4036415],"genre_scores_gemma":[0.05954713,0.01164534,0.2021737,0.001012145,0.00116592,0.0002019113,0.0006173361,0.0008775835,0.7227589],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04075683,"threshold_uncertainty_score":0.1363451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004802305521010199,"score_gpt":0.2117464112368928,"score_spread":0.2069441057158826,"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."}}