{"id":"W7044073337","doi":"","title":"Viridis Energy Inc. Reports Third Quarter 2012 Financial Results; Company Reports Significant Improvement in Gross Margins","year":2012,"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":"Quarter (Canadian coin); Energy (signal processing); Gross margin; Margin (machine learning)","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":[0.003491641,0.0006333041,0.0008775429,0.001164605,0.000175786,0.0003539997,0.0002704051,0.000604266,0.002999215],"category_scores_gemma":[0.0008575312,0.0005592034,0.0002241349,0.0007413919,0.0001147177,0.0005665607,0.0003829077,0.0005330596,0.0003184952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565005,"about_ca_system_score_gemma":0.0003247219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04474753,"about_ca_topic_score_gemma":0.01132419,"domain_scores_codex":[0.9940488,0.00004433978,0.002270686,0.001165387,0.001342777,0.001128009],"domain_scores_gemma":[0.9955289,0.00005164403,0.002824322,0.001219582,0.000304184,0.00007141356],"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":[0.00006089745,0.0003308722,0.005655675,0.0001904315,0.00002945633,0.001070977,0.00002335219,0.00000775078,0.0001565762,0.002015909,0.9856179,0.004840244],"study_design_scores_gemma":[0.0004767271,0.00002935718,0.01605612,0.000225197,0.00004949786,0.00002196868,0.00004898263,0.0001864644,0.00004673667,0.0008471569,0.9812836,0.0007281821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002994471,0.0003493566,0.0005263069,0.0009246147,0.003552611,0.001006923,0.00002332707,0.0004564889,0.9901659],"genre_scores_gemma":[0.1825225,0.00005655334,0.0001690267,0.001183936,0.006265464,0.0003118803,0.0009078616,0.0004101132,0.8081727],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1819932,"threshold_uncertainty_score":0.9996859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431484419254278,"score_gpt":0.2655342968771759,"score_spread":0.2412194526846332,"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."}}