{"id":"W4411656554","doi":"10.51847/krcprfl9pj","title":"10.51847/kRCPRfl9Pj","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Geology; Engineering; Geotechnical engineering; Architectural engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004208504,0.001591326,0.0005833171,0.001645189,0.0007619072,0.001839582,0.001214966,0.002988875,0.94132],"category_scores_gemma":[0.0008527015,0.0005060057,0.0003875119,0.00171734,0.0007091384,0.001612508,0.001239828,0.001126776,0.9581603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006493203,"about_ca_system_score_gemma":0.0004438017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006851,"about_ca_topic_score_gemma":0.002965559,"domain_scores_codex":[0.9997436,0.00002042664,0.00001754309,0.00008368534,0.00008099498,0.00005368221],"domain_scores_gemma":[0.9995124,0.00009775492,0.0000408338,0.0001115387,0.0001485025,0.00008895417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003104654,0.0002761868,0.0007369668,0.0004920948,0.00002143278,0.0004542647,0.0000863703,0.001073295,0.005932573,0.007156895,0.3077785,0.6756809],"study_design_scores_gemma":[0.00009408829,0.0000826151,0.001123335,0.000222492,0.00001576708,0.000680635,0.0001095308,0.001772115,0.002024563,0.001694051,0.9921523,0.00002857289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002750572,0.0007144838,0.006635378,0.001114735,0.0007264686,0.0001588914,0.002124764,0.003296806,0.9824778],"genre_scores_gemma":[0.008405189,0.0003652421,0.002206606,0.0003309883,0.00008954237,0.00007124196,0.001298732,0.0003912623,0.9868412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05868,"threshold_uncertainty_score":0.08369988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002794403798456137,"score_gpt":0.1427802211718991,"score_spread":0.139985817373443,"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."}}