{"id":"W2307564284","doi":"","title":"Can't stress enough","year":2016,"lang":"en","type":"article","venue":"Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Order (exchange); Stress wave; Forensic engineering; Stress (linguistics); Transport engineering; Core (optical fiber); Civil engineering; Structural engineering; Telecommunications; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738038,0.0007454956,0.0004564529,0.0005306597,0.003260693,0.0031337,0.0009802179,0.002357198,0.08666726],"category_scores_gemma":[0.009262826,0.0003532388,0.0005487425,0.0004998313,0.002770194,0.00408408,0.002454167,0.002095097,0.03058206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009649856,"about_ca_system_score_gemma":0.002338683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00935088,"about_ca_topic_score_gemma":0.03074535,"domain_scores_codex":[0.9985384,0.0001752981,0.00006161502,0.0001570464,0.0007103073,0.0003573697],"domain_scores_gemma":[0.9970121,0.0002540003,0.0002282923,0.0004581433,0.001136062,0.0009112476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002315053,0.0003736951,0.02075928,0.0005725166,0.00007138948,0.001448353,0.006610979,0.0002736383,0.004789603,0.03159458,0.6304429,0.3028316],"study_design_scores_gemma":[0.00003352686,0.0004314512,0.01741835,0.0006286104,0.00005381193,0.001801698,0.01564773,0.000189405,0.001643193,0.01553085,0.9465479,0.00007340573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1027973,0.003252042,0.0104622,0.1088448,0.02071314,0.0003015845,0.001190366,0.001482556,0.7509561],"genre_scores_gemma":[0.3874763,0.004786854,0.007797129,0.05145434,0.002110292,0.0002417738,0.001107717,0.0008898942,0.5441356],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08666726,"threshold_uncertainty_score":0.2899309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312208881792991,"score_gpt":0.2271829100311167,"score_spread":0.2140608212131868,"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."}}