{"id":"W1593466732","doi":"","title":"Adapting to change","year":2007,"lang":"en","type":"article","venue":"Light & medium truck","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Business; Transport engineering; Subtitle; Automotive engineering; Engineering; Computer science; Operating system","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":[0.005518643,0.0007710294,0.000308476,0.0007718439,0.007210187,0.00790678,0.002253166,0.005491824,0.0411231],"category_scores_gemma":[0.03342633,0.0002969656,0.0007243159,0.0008935108,0.004579173,0.007594746,0.008030453,0.006914544,0.01689596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004020175,"about_ca_system_score_gemma":0.006733154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262817,"about_ca_topic_score_gemma":0.03390486,"domain_scores_codex":[0.9912851,0.00286326,0.0003564743,0.0009551062,0.002992946,0.001547007],"domain_scores_gemma":[0.9839311,0.002236983,0.0007707555,0.003444518,0.006107333,0.003509335],"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":[0.00005721793,0.0001292427,0.003358857,0.0002034888,0.00003216759,0.001600776,0.02533203,0.0004287031,0.002662176,0.04035499,0.7340611,0.1917793],"study_design_scores_gemma":[0.000003212437,0.00001828806,0.0008082127,0.00005503364,0.000004490573,0.000218444,0.006462721,0.00009653253,0.0002711927,0.004458931,0.9875882,0.00001461117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03632487,0.002306737,0.03151572,0.2219643,0.0291425,0.0004376821,0.0006310507,0.003210454,0.6744667],"genre_scores_gemma":[0.3172162,0.002780453,0.02346023,0.136929,0.004914974,0.0003552689,0.001035903,0.001866738,0.5114412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0411231,"threshold_uncertainty_score":0.1375704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971472131665466,"score_gpt":0.2417949313071743,"score_spread":0.2220802099905197,"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."}}