{"id":"W2735452735","doi":"10.21810/strm.v9i1.239","title":"PHD Defence: Gateway to Crisis: Discourse Coalitions, Extractivist Politics, and the Northern Gateway Conflict by Bob Neubauer","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gateway (web page); Politics; Political science; Sociology; Law; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002680184,0.0004555842,0.000549623,0.0007673647,0.006162806,0.005666087,0.0004169154,0.002070402,0.01647483],"category_scores_gemma":[0.004049527,0.0002565562,0.0002615452,0.0009602074,0.00398286,0.003690258,0.002844872,0.004880331,0.003354431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003977546,"about_ca_system_score_gemma":0.004326771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436732,"about_ca_topic_score_gemma":0.02285684,"domain_scores_codex":[0.9990643,0.0005273459,0.00001494925,0.00008525683,0.0002064683,0.0001016353],"domain_scores_gemma":[0.9975801,0.001150321,0.000145516,0.00004164897,0.0003415068,0.0007408372],"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":[0.00006456069,0.00008088772,0.001190015,0.0002025023,0.0000122981,0.000129401,0.01458289,0.0002136684,0.0003104696,0.1035273,0.8518292,0.02785674],"study_design_scores_gemma":[0.00001613975,0.0000268254,0.002403879,0.0008907081,0.000009105661,0.000141761,0.03104962,0.0001931053,0.0002871203,0.03009648,0.9348578,0.00002738338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01420677,0.06922407,0.0007107825,0.7939948,0.01277424,0.00003599481,0.0001846653,0.00003538631,0.1088333],"genre_scores_gemma":[0.3601184,0.1541458,0.002005556,0.06010111,0.01480412,0.0001680826,0.0002707675,0.0001988676,0.4081873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9856327,"threshold_uncertainty_score":0.05511385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267560624550507,"score_gpt":0.3895651429439633,"score_spread":0.3568895366984582,"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."}}