{"id":"W3175265520","doi":"10.1139/cjce-2020-0483","title":"Analysis of the effect of superheavy load vehicles: a review of current criteria","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Civil Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Computer science; Axle; Cover (algebra); Transport engineering; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001458608,0.0003355662,0.00272185,0.0008105968,0.00001742579,0.00001101996,0.0004987888,0.0001216249,0.000339552],"category_scores_gemma":[0.0004582098,0.0002536737,0.001365743,0.001713636,0.00003524477,0.0001029289,0.00002237654,0.0004729107,8.36653e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000545778,"about_ca_system_score_gemma":0.001154305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000586715,"about_ca_topic_score_gemma":0.001856141,"domain_scores_codex":[0.9972867,0.000138497,0.001693288,0.0001154276,0.0005033347,0.0002626891],"domain_scores_gemma":[0.9981787,0.0001735559,0.0006530976,0.0004405495,0.0003457266,0.0002084293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001583018,0.00001028548,0.0004098662,0.6170207,0.00548736,0.00001414241,0.0002417896,0.08263568,0.00005264692,0.00001390301,0.001891102,0.292221],"study_design_scores_gemma":[0.0002674643,0.0001231154,0.0002222549,0.5284931,0.01851523,0.00003856033,0.000007174562,0.01136976,0.0002516749,4.067567e-7,0.4402937,0.0004175712],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004633897,0.9976732,0.0004045522,0.000003426258,0.0009566623,0.0003105836,0.00008460172,0.000005488509,0.0000981612],"genre_scores_gemma":[0.01514633,0.9846494,0.00002357705,0.000002477756,0.0000941535,0.0000110842,0.00002091123,0.00004773461,0.000004374665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4384026,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460762005738866,"score_gpt":0.2985855968651555,"score_spread":0.2739779768077669,"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."}}