{"id":"W3040374273","doi":"10.35715/scr1001.115","title":"Homegrown Statelessness in Malaysia: The Administratively Stateless and the Promise of the Principle of Genuine and Effective Links","year":2019,"lang":"en","type":"article","venue":"","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Stateless protocol; Statelessness; Nationality; Citizenship; Doctrine; Political science; State (computer science); Law; Sociology; Immigration; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001811502,0.00009580949,0.0002608948,0.00002324809,0.0001207274,0.00003204018,0.0003108729,0.00008559482,0.00006581124],"category_scores_gemma":[0.0001266805,0.00004419658,0.00003243383,0.0001622493,0.001255423,0.00009859257,0.0001457043,0.0002011856,0.000001935392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004646062,"about_ca_system_score_gemma":0.0002271216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004083853,"about_ca_topic_score_gemma":0.0008204038,"domain_scores_codex":[0.9987464,0.0004802363,0.0002651862,0.0001684883,0.0001686195,0.0001710859],"domain_scores_gemma":[0.998563,0.000954137,0.0002173867,0.0001758521,0.00006102571,0.00002863564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002911047,0.00008116727,0.6741484,0.0001018852,0.0001009366,9.063494e-7,0.1628324,0.00002823878,0.0002251852,0.1541197,0.0000233506,0.008046732],"study_design_scores_gemma":[0.002502355,0.00006155758,0.9370505,0.00005356205,0.00001803511,0.000001178799,0.05045221,0.0001668644,0.002650625,0.005181334,0.001723091,0.0001387245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887837,0.00007832314,0.000004452513,0.001653299,0.00009821597,0.001748484,0.000008723775,0.000006487238,0.007618298],"genre_scores_gemma":[0.9986116,0.0001181903,0.00006494853,0.00005112988,0.00001254406,0.00006655553,5.131577e-7,0.000006176464,0.001068367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629021,"threshold_uncertainty_score":0.462566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006869881723523635,"score_gpt":0.2717286475100468,"score_spread":0.2648587657865231,"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."}}