{"id":"W4413149031","doi":"10.36939/pawaatamihk/vol2no1/art80","title":"måmawi-kiskinohamakosiwin","year":2025,"lang":"en","type":"article","venue":"Pawaatamihk A Journal of Métis Thinkers","topic":"Hong Kong and Taiwan Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001928143,0.0001265163,0.0002904719,0.0002901289,0.0004919368,0.0001336935,0.0005656767,0.0001394387,0.000148433],"category_scores_gemma":[0.001011473,0.000114759,0.0002119473,0.0004866789,0.0003508179,0.0002903289,0.00005499618,0.0004057717,0.00004852354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002309513,"about_ca_system_score_gemma":0.001242093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007694345,"about_ca_topic_score_gemma":0.0002395111,"domain_scores_codex":[0.9979862,0.000328878,0.0004971536,0.0001271812,0.0005727931,0.0004878069],"domain_scores_gemma":[0.9986505,0.000324212,0.0002840758,0.0001930038,0.0003183791,0.0002298314],"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":[0.00007000457,0.0001982806,0.02593571,0.00004626344,0.0003207633,0.0002081025,0.01672764,0.0000839259,0.0001688525,0.7870048,0.144056,0.02517971],"study_design_scores_gemma":[0.001068558,0.0001038394,0.006666215,0.0002859875,0.0001308231,0.00002357019,0.01204414,0.00002627745,0.00041482,0.04616007,0.9328347,0.000240967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2852688,0.003672988,0.004606207,0.03204377,0.006822636,0.0003461047,0.00002578436,0.000164119,0.6670496],"genre_scores_gemma":[0.9896664,0.0004238936,0.001249085,0.00106254,0.0004525909,7.73077e-7,9.003726e-7,0.00001089427,0.007132906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7887788,"threshold_uncertainty_score":0.4679736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059618606152459,"score_gpt":0.3335074144593598,"score_spread":0.3229112283978353,"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."}}