{"id":"W3123291317","doi":"","title":"Drilling Down on Royalties: How Canadian Provinces Can Improve Non-Renewable Resource Taxes","year":2015,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Business; Natural resource; Resource (disambiguation); Natural resource economics; Economics; Cash flow; Tax revenue; Finance; Public economics","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"],"consensus_categories":[],"category_scores_codex":[0.0005266886,0.0002435465,0.0002499679,0.0001865862,0.001246753,0.0003150873,0.0006748291,0.0001464561,0.00004114805],"category_scores_gemma":[0.0002406791,0.0002536294,0.00008054123,0.0003332689,0.0005659115,0.0004945918,0.00006489345,0.0002853694,0.00002858844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380052,"about_ca_system_score_gemma":0.003018338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920964,"about_ca_topic_score_gemma":0.9978867,"domain_scores_codex":[0.9978841,0.00009827413,0.0001962107,0.0003975381,0.00048752,0.0009363606],"domain_scores_gemma":[0.9979739,0.0000706157,0.0001425017,0.0004088137,0.00007668574,0.001327535],"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":[0.00002321102,0.00002706157,0.001006011,0.00001208985,0.00002851165,0.00006888687,0.01009684,0.0004129592,0.00001451794,0.002145245,0.9811735,0.004991202],"study_design_scores_gemma":[0.0004560896,0.0001052576,0.0001565326,0.00008526316,0.00001444318,0.000001455004,0.0051567,0.0000572836,0.0003215823,0.0004471139,0.992863,0.0003352685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1740534,0.0005377368,0.0000394028,0.6313719,0.003784576,0.001295544,0.002768023,0.000150106,0.1859993],"genre_scores_gemma":[0.9098701,0.00008836306,0.0001976623,0.06673523,0.002028993,0.00005934035,0.00008963676,0.00002946789,0.02090123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7358167,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869963891062156,"score_gpt":0.2623554925366953,"score_spread":0.2336558536260738,"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."}}