{"id":"W6926008988","doi":"10.20381/ruor-30021","title":"Workers in Canada's Energy Future: Sociotechnical Imaginaries, Settler-colonialism, and the Coastal Gaslink Pipeline","year":2024,"lang":"en","type":"other","venue":"uO Research (University of Ottawa)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Scholarship; Mainstream; The Imaginary; Politics; Resource (disambiguation); Elite; Boundary-work; Indigenous; Futures contract","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002788098,0.0006111524,0.0003446522,0.001750088,0.05006042,0.0168025,0.002045716,0.003244251,0.005227443],"category_scores_gemma":[0.003142658,0.0003134018,0.000348199,0.002659675,0.04016994,0.00390779,0.006340588,0.005664969,0.0002741837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1170722,"about_ca_system_score_gemma":0.1354544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886823,"about_ca_topic_score_gemma":0.9927452,"domain_scores_codex":[0.9972319,0.0005525162,0.00003565444,0.0002207928,0.0007125082,0.001246594],"domain_scores_gemma":[0.9979767,0.0006193916,0.0001338712,0.00007278813,0.0004470928,0.0007502387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000230934,0.00002093746,0.00454513,0.00004164089,0.000004814784,0.0005801212,0.9164726,0.0001636004,0.0002962237,0.06345268,0.005545808,0.008853307],"study_design_scores_gemma":[0.000002277112,0.000006185282,0.002146503,0.00008771625,0.000004962005,0.00006488561,0.9368067,0.0001221155,0.00009809047,0.003141295,0.05749677,0.00002245387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7339839,0.004275842,0.001208121,0.06545471,0.000328166,0.0000456127,0.0001394123,0.00004119349,0.194523],"genre_scores_gemma":[0.9849325,0.0008876636,0.0002232457,0.001178804,0.00001812263,0.000006782151,0.00002174,0.0000151069,0.01271605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9499396,"threshold_uncertainty_score":0.8494225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191104057977048,"score_gpt":0.216246359833978,"score_spread":0.2043353192542075,"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."}}