{"id":"W4233034075","doi":"10.31227/osf.io/mxky6","title":"Pengantar proteksi katodik","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179571,0.0007542975,0.0006132416,0.001548257,0.00125275,0.004585783,0.0006837144,0.0006141412,0.01628182],"category_scores_gemma":[0.00211583,0.0003369816,0.0004651678,0.001746643,0.0008918262,0.001999397,0.001836136,0.0008852611,0.004912312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483389,"about_ca_system_score_gemma":0.002213121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865428,"about_ca_topic_score_gemma":0.003982361,"domain_scores_codex":[0.9986969,0.000231533,0.0000704801,0.0002163854,0.0005749712,0.0002097672],"domain_scores_gemma":[0.9987059,0.0002704432,0.0002288488,0.0002848053,0.0003574368,0.0001526628],"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":[0.001089287,0.0004941761,0.02083706,0.001518948,0.0002112398,0.001254943,0.004999505,0.01105536,0.06977224,0.1268626,0.02096971,0.7409348],"study_design_scores_gemma":[0.0001070827,0.0009742953,0.0674044,0.0005815151,0.0002917832,0.002621384,0.008803809,0.02140517,0.0978085,0.1086348,0.691106,0.0002614058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3994371,0.01006691,0.1056582,0.00413532,0.0006254303,0.0004307081,0.001175316,0.002315349,0.4761557],"genre_scores_gemma":[0.8059452,0.004725642,0.03042348,0.0003362423,0.0001736833,0.0001652558,0.0008145468,0.0003379069,0.1570781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01628182,"threshold_uncertainty_score":0.0544681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691800878371865,"score_gpt":0.2247790318623406,"score_spread":0.2078610230786219,"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."}}