{"id":"W4241156196","doi":"10.24036/student.v3i3.421","title":"","year":2019,"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":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Geography","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":[0.00160927,0.001036096,0.0005749358,0.001929449,0.002240415,0.004548117,0.00159721,0.001825674,0.2743691],"category_scores_gemma":[0.005433361,0.0006077445,0.0008771243,0.002243941,0.0007080643,0.003577092,0.002993455,0.001718129,0.2097334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940573,"about_ca_system_score_gemma":0.003483082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247034,"about_ca_topic_score_gemma":0.01441974,"domain_scores_codex":[0.9976459,0.0002743352,0.00017481,0.0005082689,0.001144866,0.0002518692],"domain_scores_gemma":[0.9949812,0.0005011696,0.0001866522,0.001067274,0.002818091,0.0004456135],"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":[0.000313021,0.0001430925,0.003956244,0.0006956624,0.0000420592,0.0007402915,0.000751431,0.001121204,0.01482143,0.01120914,0.5463732,0.4198332],"study_design_scores_gemma":[0.00001797344,0.00005965387,0.003364049,0.0001518397,0.00002738911,0.0005849815,0.0007070102,0.002590147,0.006410859,0.003320264,0.9827331,0.00003266737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03515709,0.004124834,0.1738658,0.01375128,0.01552409,0.001518097,0.0283811,0.02554914,0.7021286],"genre_scores_gemma":[0.09544546,0.003090324,0.08405493,0.002799621,0.001551845,0.0005861855,0.03637088,0.004419122,0.7716817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7256309,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006305542693365894,"score_gpt":0.1960357734802375,"score_spread":0.1897302307868716,"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."}}