{"id":"W6989095675","doi":"","title":"Aegion Corporation Reports 2017 Third Quarter Financial Results","year":2017,"lang":"en","type":"other","venue":"","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Corporation; Quarter (Canadian coin); Financial Audit; Financial management; Work (physics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001304173,0.0002814457,0.0003530155,0.0004880085,0.0003358617,0.0006972558,0.0002627466,0.0004407349,0.0006481149],"category_scores_gemma":[0.002777713,0.0002456903,0.0001385085,0.0001231519,0.00007791119,0.0004590437,0.0001330156,0.0002834234,0.001135878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002987928,"about_ca_system_score_gemma":0.0002122033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007040894,"about_ca_topic_score_gemma":0.003909035,"domain_scores_codex":[0.9977562,0.000009720165,0.0005693089,0.0006122015,0.0007231662,0.0003294391],"domain_scores_gemma":[0.9960034,0.00001645,0.002658136,0.001001048,0.000302959,0.00001795045],"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":[0.00003100627,0.00003058053,0.0006050557,0.0001078711,0.000008913624,0.0002147398,0.0000046323,0.000001505954,0.00001014779,0.002342708,0.9919882,0.004654639],"study_design_scores_gemma":[0.0002831949,0.000009338149,0.002268196,0.0003210261,0.00002993774,0.000009198374,0.000004717008,0.0003816709,0.000004279811,0.001645208,0.9947319,0.0003113089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000129469,0.00006894462,0.0003835611,0.0006955831,0.002227379,0.0003621684,0.000005314141,0.000401558,0.995726],"genre_scores_gemma":[0.009497589,0.00003230049,0.0001264625,0.0003083797,0.006357313,0.00003965088,0.0004662075,0.000143631,0.9830285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01269756,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06571776054572541,"score_gpt":0.315722347063101,"score_spread":0.2500045865173756,"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."}}