{"id":"W7036285560","doi":"","title":"BANGUNAN TORAY-USM TERIMA ANUGERAH SIJIL
\\nPRESTASI TENAGA (SPT)","year":2017,"lang":"id","type":"article","venue":"Universiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tenaga Nasional Berhad","keywords":"Work (physics); Quarter (Canadian coin); Qualitative analysis","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0005286065,0.001862783,0.001439957,0.000772892,0.01371879,0.000986479,0.004923061,0.001077925,0.003329756],"category_scores_gemma":[0.0001326542,0.002340124,0.001243333,0.0006566152,0.009649457,0.006876707,0.006427654,0.00149934,0.004201942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00942159,"about_ca_system_score_gemma":0.0003772252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030192,"about_ca_topic_score_gemma":0.00009203574,"domain_scores_codex":[0.9904861,0.0005154787,0.0009280723,0.003114996,0.002583174,0.002372185],"domain_scores_gemma":[0.9931707,0.0002337085,0.001581439,0.003360069,0.0001974007,0.001456714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002087018,0.004498398,0.6240373,0.0006908513,0.003699651,0.04849137,0.007523964,0.1470958,0.1029052,0.01636525,0.03865271,0.003952534],"study_design_scores_gemma":[0.007740857,0.001435387,0.7535304,0.001067909,0.002188776,0.001502105,0.01927761,0.02052346,0.00508271,0.0001174627,0.1821769,0.005356394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8287498,0.0003950378,0.000271145,0.001718873,0.002480251,0.001199059,0.001032915,0.0003125211,0.1638404],"genre_scores_gemma":[0.9482214,0.001044922,0.002393423,0.0004589576,0.0007196119,0.00001156317,0.0003236127,0.0001179797,0.04670851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435242,"threshold_uncertainty_score":0.9994116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348054531502495,"score_gpt":0.208909623409389,"score_spread":0.195429078094364,"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."}}