{"id":"W4200187971","doi":"10.4324/9781003257523-9","title":"Canada's economic assistance to the OPT: ideology, politics, and flawed responses","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Politics; Political science; Political economy; Law; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003549531,0.0001808889,0.0002594355,0.00007034672,0.0006440434,0.0001090308,0.0003053156,0.0002062022,0.001054675],"category_scores_gemma":[0.00009278783,0.0001507999,0.00007967241,0.00002335108,0.0006196938,0.00002640732,0.0001141219,0.0002081343,0.0000290072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750058,"about_ca_system_score_gemma":0.003477648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8536937,"about_ca_topic_score_gemma":0.993511,"domain_scores_codex":[0.9987645,0.00007141924,0.0002169162,0.0003312866,0.000194366,0.0004214701],"domain_scores_gemma":[0.9989127,0.0003231901,0.00007694597,0.0003217575,0.0000782694,0.0002871396],"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":[0.000003278818,8.091916e-7,0.00007722801,0.000003442329,0.00003478394,0.00001368718,0.0006136723,4.066667e-7,8.372093e-8,0.9036643,0.09526823,0.0003200622],"study_design_scores_gemma":[0.00003656525,0.00001059942,0.0004407639,0.00002214765,0.0000217566,0.000001647721,0.002553321,6.706794e-7,0.000002345242,0.02422994,0.9724824,0.0001978314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004488713,0.0008108223,0.000007801485,0.04569821,0.0006182679,0.0001780825,0.0002476241,0.00002051027,0.9519698],"genre_scores_gemma":[0.0196711,0.000141397,0.000148191,0.005565555,0.0005328245,0.000006377262,0.00001007929,0.00002120013,0.9739033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8794344,"threshold_uncertainty_score":0.9998585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182172941278402,"score_gpt":0.2700247048660001,"score_spread":0.2518074107381599,"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."}}