{"id":"W4242264728","doi":"10.24036/student.v4i1.804","title":"","year":2020,"lang":"","type":"article","venue":"JURNAL BUANA","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Forestry; Geography; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001190889,0.001033724,0.0005729781,0.001489356,0.002056865,0.004475672,0.001586474,0.002258337,0.4607153],"category_scores_gemma":[0.003155969,0.0004230122,0.0008466484,0.001289631,0.0007445194,0.002371897,0.002870696,0.002096776,0.2857734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917203,"about_ca_system_score_gemma":0.003230776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00544122,"about_ca_topic_score_gemma":0.00852157,"domain_scores_codex":[0.9985099,0.0001803132,0.000115712,0.0002763497,0.0007235485,0.0001940706],"domain_scores_gemma":[0.9972491,0.0002182854,0.0001315764,0.0003303315,0.001543562,0.0005271201],"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":[0.0002930941,0.0001440038,0.001624743,0.000558582,0.00002562152,0.0009852503,0.0003281441,0.0001746822,0.004543871,0.006285711,0.6841548,0.3008815],"study_design_scores_gemma":[0.00001422042,0.00005082247,0.001015774,0.0001387754,0.00001139442,0.0007148522,0.0002354579,0.0001787384,0.001290393,0.001133639,0.9952039,0.00001205618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01319961,0.01657612,0.02330361,0.03843386,0.08509281,0.0008942973,0.009150162,0.004003573,0.809346],"genre_scores_gemma":[0.02328239,0.007004246,0.007224776,0.006723515,0.004741724,0.0002064619,0.005445858,0.000557061,0.9448139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5392847,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140560062145409,"score_gpt":0.2082411022870216,"score_spread":0.1868355016655676,"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."}}