{"id":"W4307122350","doi":"10.1002/ijfe.2715","title":"The oil price plummeted in 2014–2015: Is there an effect on Chinese firms' labour investment?","year":2022,"lang":"en","type":"article","venue":"International Journal of Finance & Economics","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"National Natural Science Foundation of China","keywords":"Oil price; Economics; Investment (military); China; Competition (biology); Government (linguistics); Monetary economics; Labour economics; Petroleum industry; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002274703,0.0001821172,0.0003856739,0.000277234,0.0001686329,0.0001494645,0.001105153,0.00005802732,0.0003850354],"category_scores_gemma":[0.0001449987,0.0001660763,0.000194415,0.0001369077,0.00004259425,0.0003775349,0.0001585977,0.0005040956,0.00002778715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602188,"about_ca_system_score_gemma":0.0000839852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001827365,"about_ca_topic_score_gemma":0.000151585,"domain_scores_codex":[0.9982851,0.00008111666,0.001008771,0.0002947281,0.00009067416,0.0002396032],"domain_scores_gemma":[0.9980572,0.0002342162,0.001233848,0.0003333678,0.00007811791,0.00006323031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001284914,0.0005818669,0.8534608,0.00001559336,0.0002874297,0.00005634758,0.00078649,0.005300674,0.000008952193,0.1134463,0.003203531,0.02156712],"study_design_scores_gemma":[0.003002496,0.001031829,0.4099675,0.00003459068,0.000005649286,0.00006515082,0.00009788214,0.1171528,0.00001728599,0.1074365,0.3607549,0.0004333853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869262,0.001430652,0.00003017903,0.003456645,0.002055914,0.00008457941,0.0003871873,0.000005275083,0.005623376],"genre_scores_gemma":[0.9947872,0.002203836,0.0001141068,0.001390887,0.0002181673,0.00002266813,0.00001265725,0.00002414549,0.001226394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4434933,"threshold_uncertainty_score":0.6772395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00980281422648971,"score_gpt":0.2423509266696156,"score_spread":0.2325481124431259,"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."}}