{"id":"W566208291","doi":"","title":"POOLED-FUND STUDY TO PREDICT EFFECTS OF HEAVIER LOADS","year":2002,"lang":"en","type":"article","venue":"Texas transportation researcher","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Free trade agreement; Administration (probate law); Engineering; Transport engineering; Business; Political science; Automotive engineering; International trade; Law; Free trade","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004217892,0.0001279633,0.0001625371,0.0002097252,0.00003232518,0.00001388818,0.0001488475,0.00004376733,0.002029187],"category_scores_gemma":[0.00002720249,0.0001284855,0.00004004102,0.0004742423,0.00002509594,0.0002154799,0.000003723612,0.0001648785,0.0003003295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006505002,"about_ca_system_score_gemma":0.00001170053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225282,"about_ca_topic_score_gemma":0.000114852,"domain_scores_codex":[0.9984464,0.00005662688,0.0003226193,0.0001727562,0.0007276725,0.0002739046],"domain_scores_gemma":[0.9994316,0.00006875618,0.00002469881,0.0002397915,0.000109946,0.0001251723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001716029,0.002549966,0.6865697,0.002489909,0.0007349311,0.00006970143,0.0309304,0.1655087,0.0262931,0.0001567482,0.01505162,0.06947362],"study_design_scores_gemma":[0.001232956,0.0006238236,0.9628069,0.00006970046,0.00005825341,1.267978e-7,0.0001946191,0.02102015,0.01284165,0.0000164479,0.0009646064,0.0001707105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937961,0.0001821704,0.00258889,0.00005268199,0.0001035343,0.001270216,0.00001092966,0.0001362077,0.001859232],"genre_scores_gemma":[0.9981428,0.00003804346,0.0002435266,0.00002304755,0.00004246389,0.00009126723,0.00002579649,0.00003463367,0.001358426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2762373,"threshold_uncertainty_score":0.9988831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04452951986382424,"score_gpt":0.3115209759642461,"score_spread":0.2669914561004219,"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."}}