{"id":"W2242456932","doi":"","title":"Polyphosphoric Acid–Modified Asphalt Cement: Ontario Perspective","year":2012,"lang":"en","type":"article","venue":"Transportation research circular","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Plan (archaeology); Asphalt; Popularity; Ministry of Transport; Cement; Risk analysis (engineering); Perspective (graphical); Offset (computer science); Engineering; Transport engineering; Business; Construction engineering; Forensic engineering; Civil engineering; Operations management; Computer science; Materials science; Artificial intelligence","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":[0.001259722,0.0001859395,0.0001652023,0.0002830253,0.0002010398,0.00003829067,0.0001920014,0.0001105987,0.001606353],"category_scores_gemma":[0.00001788967,0.0002065706,0.00007894855,0.0005954342,0.00006343735,0.0007884362,0.000004444608,0.0005180333,0.0004397614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141275,"about_ca_system_score_gemma":0.0001389151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021257,"about_ca_topic_score_gemma":0.004658073,"domain_scores_codex":[0.9972776,0.00006921843,0.0003298534,0.000234077,0.001257272,0.0008319822],"domain_scores_gemma":[0.9990464,0.00003529901,0.0000323551,0.0003011562,0.0003362815,0.0002484772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002924795,0.001325762,0.3808222,0.001114212,0.001459352,0.00007460239,0.195844,0.1223246,0.1572095,0.1185578,0.007103708,0.01387181],"study_design_scores_gemma":[0.001886053,0.0001604866,0.9119073,0.00006241797,0.00009984033,0.000001799586,0.004377464,0.01023215,0.05510922,0.001231446,0.01422969,0.0007021644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725568,0.002347989,0.0123895,0.00007462842,0.0004297465,0.000788958,0.00001478059,0.0002645766,0.01113303],"genre_scores_gemma":[0.9986384,0.0001030103,0.0002881383,0.00002458937,0.0001517666,0.0002046029,0.0001525538,0.00004726619,0.0003897092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5310851,"threshold_uncertainty_score":0.9993063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07269228299687451,"score_gpt":0.3336022048872752,"score_spread":0.2609099218904007,"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."}}