{"id":"W3134729543","doi":"10.2749/newyork.2019.1802","title":"Notes of a Journeymen Architect","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Appropriation; Bridge (graph theory); Flexibility (engineering); Globe; Engineering; Public relations; Political science; Management; Law; Economics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004437826,0.00004348613,0.00009684385,0.00005347525,0.000003979403,0.000003998113,0.00003114615,0.00001825988,0.0002087554],"category_scores_gemma":[0.00001792844,0.00003818331,0.00004858443,0.00009621619,0.000004844555,0.0000224263,0.000004509362,0.00004210594,0.00003118429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009185441,"about_ca_system_score_gemma":0.000005213996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001334274,"about_ca_topic_score_gemma":7.555502e-7,"domain_scores_codex":[0.9996728,0.00000194373,0.0001425393,0.00004840592,0.00007585984,0.00005841622],"domain_scores_gemma":[0.9997894,0.00001541499,0.00002163109,0.0001384033,0.00001339104,0.00002177213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001425709,0.000002564239,0.009809615,0.0000771037,0.0001131943,0.00002694439,0.00008947476,0.9040434,0.07638382,0.0001758199,0.0001637374,0.009112878],"study_design_scores_gemma":[0.0003885522,0.00006884007,0.07970536,0.00007567537,0.00006852885,0.0007646678,0.00008135737,0.6316622,0.2770392,0.0002869527,0.009403794,0.0004548486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632834,0.00005722528,0.02545518,0.00001505477,0.0001436273,0.00002870696,7.740688e-7,0.0001166713,0.01089933],"genre_scores_gemma":[0.9985581,0.000005032424,0.0009936193,0.000002634359,0.00001885953,8.652729e-7,0.000003475973,0.000007919701,0.0004094963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723812,"threshold_uncertainty_score":0.2285725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004489804633539483,"score_gpt":0.1987367993044107,"score_spread":0.1942469946708712,"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."}}