{"id":"W4413501817","doi":"10.64628/aan.3gsw56mjg","title":"Membebaskan biaya penulis dapat mendorong kemajuan jurnal akses terbuka: belajar dari Kanada","year":2022,"lang":"id","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001691942,0.000501735,0.0005529767,0.0003792713,0.007377463,0.005611152,0.00226403,0.0001094091,0.06483223],"category_scores_gemma":[0.0001567844,0.0004928789,0.000320957,0.0002419517,0.000312291,0.003137318,0.00175904,0.002028522,0.0003054119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005742043,"about_ca_system_score_gemma":0.000504379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02332549,"about_ca_topic_score_gemma":0.02299718,"domain_scores_codex":[0.9952996,0.001065162,0.0008830602,0.0006611967,0.001272575,0.0008183719],"domain_scores_gemma":[0.9970741,0.0003462186,0.0004559667,0.001538169,0.0002712667,0.0003143087],"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":[0.0001633295,0.001343768,0.003404189,0.000176721,0.0007436879,0.0001068612,0.06687155,0.00006497776,0.0004721614,0.1665132,0.7507415,0.009397968],"study_design_scores_gemma":[0.0008602478,0.0003773924,0.001104204,0.0000647929,0.0001747113,0.00004389184,0.02912968,0.0002916199,0.00009512939,0.0008280985,0.9663464,0.0006838206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1208198,0.007625865,0.00001670203,0.009415629,0.003458417,0.0004759473,0.000459067,0.000328124,0.8574005],"genre_scores_gemma":[0.7774193,0.0004070804,0.0000923873,0.001375838,0.0006590464,0.00008155464,0.0003574606,0.0000705378,0.2195368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6565995,"threshold_uncertainty_score":0.9997523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03602466972911521,"score_gpt":0.230462627726101,"score_spread":0.1944379579969858,"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."}}