{"id":"W7044422812","doi":"","title":"Zacks Industry Outlook Highlights: CSX, Canadian Pacific Railway, Norfolk Southern, Union Pacific and Canadian National Railway","year":2017,"lang":"en","type":"other","venue":"","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Pacific Rim; European union; Pacific ocean; Pacific islanders","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":["insufficient_payload"],"category_scores_codex":[0.0003304586,0.00059921,0.000527109,0.001827504,0.0006260716,0.0008747996,0.000579306,0.001217246,0.01236541],"category_scores_gemma":[0.00002271307,0.0005736507,0.0001192145,0.0001416326,0.0002420959,0.0005207993,0.00005105989,0.0005458523,0.002753529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084044,"about_ca_system_score_gemma":0.0009073018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980929,"about_ca_topic_score_gemma":0.997336,"domain_scores_codex":[0.9978592,0.000009468719,0.0003317654,0.000639935,0.0002410683,0.000918523],"domain_scores_gemma":[0.9987229,0.00001251324,0.0003707895,0.0005310954,0.000094171,0.0002685763],"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":[0.000003284757,0.000009143679,0.0210397,0.00009165239,0.0001196085,0.00002563519,0.0001024368,0.000001458083,0.000001103714,0.01149995,0.9660438,0.001062244],"study_design_scores_gemma":[0.0004170916,0.000002863351,0.005296345,0.0001603168,0.00006139641,0.000003646116,0.0006329948,0.00003069948,5.440644e-7,0.0004075849,0.9922426,0.000743959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007711278,0.0002285772,0.000002811768,0.005212527,0.001247235,0.0003955233,0.0006795399,0.0002035797,0.9912591],"genre_scores_gemma":[0.1787759,0.00006534599,0.0000174472,0.001305738,0.00337238,0.0000249173,0.0009046135,0.0003393542,0.8151943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1780047,"threshold_uncertainty_score":0.9996715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498382928956943,"score_gpt":0.1969683921055778,"score_spread":0.1819845628160084,"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."}}