{"id":"W4233716172","doi":"10.31227/osf.io/rst7q","title":"Gerakan Buru Membaca sebagai Media Pembelajaran Masyarakat di Kabupaten Buru","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Geography; Sociology; Humanities; Art","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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003497387,0.001581779,0.001710869,0.0007045337,0.0006190623,0.001117192,0.0057143,0.001296349,0.00456553],"category_scores_gemma":[0.00125351,0.001418603,0.0008294539,0.001064946,0.0008093545,0.0007893879,0.004256004,0.002114332,0.003855492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004739875,"about_ca_system_score_gemma":0.002800919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008217221,"about_ca_topic_score_gemma":0.0001720099,"domain_scores_codex":[0.9892819,0.001226144,0.001823753,0.003505393,0.002219263,0.00194353],"domain_scores_gemma":[0.9893429,0.002099666,0.0009949784,0.004351334,0.001460753,0.001750372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003522549,0.004660157,0.02578628,0.002809247,0.002383605,0.000575211,0.1083346,0.000304839,0.004898636,0.1369837,0.1203832,0.5925284],"study_design_scores_gemma":[0.004236414,0.001161504,0.2435974,0.003096806,0.001141747,0.0005424936,0.003107572,0.04755971,0.02201918,0.1086812,0.5548658,0.009990176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.354483,0.004368671,0.3279146,0.03312381,0.09782782,0.004217053,0.0002411011,0.001776967,0.176047],"genre_scores_gemma":[0.1137259,0.00349217,0.8184774,0.003102649,0.01416341,0.0006485975,0.0004533752,0.0002984122,0.04563808],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5825382,"threshold_uncertainty_score":0.9999198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06153587542748502,"score_gpt":0.3291503509691197,"score_spread":0.2676144755416347,"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."}}