{"id":"W3176853973","doi":"10.14288/1.0398515","title":"Parallel, vol. 1 : Hong Kong x Vancouver edition","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Hong Kong and Taiwan Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0002106591,0.00003008263,0.0001682945,0.0000224509,0.0006508649,0.0001147212,0.0002094528,0.0001287109,0.0007884521],"category_scores_gemma":[0.0001686624,0.0001252897,0.0001145166,0.0003013605,0.0004416995,0.0003751731,0.00007191925,0.0001242347,0.00005281936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147794,"about_ca_system_score_gemma":0.0003730853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2209372,"about_ca_topic_score_gemma":0.9026047,"domain_scores_codex":[0.9988455,0.0001338069,0.00008783039,0.0002604616,0.000353414,0.0003190231],"domain_scores_gemma":[0.9990327,0.0000579228,0.0000750474,0.0001764969,0.000483328,0.0001745535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000007475248,0.0003980211,0.0409977,0.0001052192,0.000110305,0.001367029,0.006442562,0.00003597743,0.00006755684,0.0005697406,0.5762903,0.3736081],"study_design_scores_gemma":[0.0007391852,0.00002769378,0.8953943,0.0001290837,0.00004903036,0.00000800191,0.03574932,0.00004106458,0.000001499794,0.004039885,0.06356392,0.0002570633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926523,0.000107713,0.0007278094,0.0002822736,0.001250518,0.0001045819,0.0001112559,0.0001122776,0.07078054],"genre_scores_gemma":[0.9789476,0.0001517947,0.0006192501,0.00007547899,0.0002802409,1.300986e-7,0.0000176878,0.000008327862,0.01989953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8543966,"threshold_uncertainty_score":0.8632997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109003574779063,"score_gpt":0.2029510811185648,"score_spread":0.1918610453707742,"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."}}