{"id":"W4417326241","doi":"10.1515/9781773856698","title":"The Boom","year":2025,"lang":"","type":"book","venue":"University of Calgary Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boom; Petroleum industry; Oil boom; Capitalism; Publicity; George (robot); Scapegoat; Petroleum; Griffin","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004392698,0.0002326402,0.0004443234,0.0003775334,0.005828516,0.0002752467,0.001746794,0.0005776223,0.0004067835],"category_scores_gemma":[0.00004843425,0.0003161443,0.0005129193,0.00004369924,0.006975994,0.0001056709,0.0004289513,0.0006451668,0.00003508414],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482493,"about_ca_system_score_gemma":0.008006513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7198524,"about_ca_topic_score_gemma":0.9272831,"domain_scores_codex":[0.997839,0.0003521841,0.0002726466,0.0004282983,0.0006440828,0.0004637872],"domain_scores_gemma":[0.99804,0.0004011964,0.0004106782,0.0006081623,0.0002624211,0.0002775737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001046695,0.00001557492,0.000001136175,0.0001388674,0.0002234418,0.00006155651,0.007932977,9.86098e-7,0.000001658026,0.7710597,0.1590625,0.06139698],"study_design_scores_gemma":[0.0003144689,0.00003362857,0.00001944575,0.00024642,0.0003643407,5.38418e-7,0.0009594776,0.00002146242,0.000002236275,0.001275662,0.9964848,0.0002775886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007677356,0.002276058,0.0001091861,0.00009023934,0.001174282,0.0004833708,0.00008933341,0.00003370971,0.9957361],"genre_scores_gemma":[0.00002464711,0.004906385,0.00003477305,0.00006415487,0.0001249294,3.081479e-7,0.000009044317,0.00001056772,0.9948252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8374223,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215214178967077,"score_gpt":0.1858678027823604,"score_spread":0.1737156609926896,"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."}}