{"id":"W4249002228","doi":"10.31219/osf.io/8jmc3","title":"Pengantar Geologi Umum untuk Mahasiswa Geografi","year":2021,"lang":"id","type":"preprint","venue":"","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.001797482,0.001008721,0.001383775,0.0005986615,0.000450326,0.0009631213,0.006147288,0.002115885,0.001890715],"category_scores_gemma":[0.0005279506,0.001009878,0.0006414602,0.001137999,0.0005937023,0.0005138206,0.01050441,0.002619019,0.003565214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003828226,"about_ca_system_score_gemma":0.001252218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846752,"about_ca_topic_score_gemma":0.0007865916,"domain_scores_codex":[0.9920813,0.0007222695,0.001493717,0.003113178,0.001338348,0.001251137],"domain_scores_gemma":[0.9928635,0.0005970601,0.0007930942,0.004448985,0.001000565,0.0002967521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004560541,0.002485327,0.1256831,0.002057192,0.003561822,0.004331897,0.005724416,0.003567619,0.005166284,0.7542325,0.04071858,0.05242573],"study_design_scores_gemma":[0.005545006,0.001596004,0.2552856,0.005177219,0.001024833,0.005956009,0.0104861,0.2953865,0.05663049,0.0844044,0.2627431,0.01576473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2091962,0.006787593,0.6215205,0.03648094,0.02236371,0.002992469,0.00004499297,0.004260495,0.09635314],"genre_scores_gemma":[0.885954,0.0007693394,0.08092355,0.001595995,0.0006305513,0.0002844053,0.000197722,0.00007317357,0.02957124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6767578,"threshold_uncertainty_score":0.9996819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758156652312267,"score_gpt":0.2593525962567929,"score_spread":0.2317710297336703,"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."}}