{"id":"W2917192491","doi":"10.24895/sng.2018.3-0.1028","title":"PERKEMBANGAN KOTA PELABUHAN DAN KUALITAS HIDUP DI WILAYAH KECAMATAN BATU AMPAR KOTA BATAM","year":2019,"lang":"id","type":"article","venue":"Seminar Nasional Geomatika","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Humanities; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006302215,0.0008946835,0.001094283,0.001610336,0.002902853,0.005103976,0.0008984687,0.00142212,0.02642174],"category_scores_gemma":[0.0008648801,0.0006427192,0.0009758171,0.00165708,0.001392722,0.003106642,0.002884598,0.002328657,0.008429147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826075,"about_ca_system_score_gemma":0.002977546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006316411,"about_ca_topic_score_gemma":0.01616802,"domain_scores_codex":[0.9991618,0.0000836037,0.00004638926,0.000199414,0.0003520515,0.0001567454],"domain_scores_gemma":[0.9992933,0.0001156402,0.0001118002,0.00006944434,0.0002705156,0.0001391549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001334497,0.0004999441,0.01839376,0.005504443,0.000278787,0.005871912,0.006756841,0.001582447,0.5567003,0.02431909,0.01337653,0.3653814],"study_design_scores_gemma":[0.00005567473,0.0007750365,0.0516853,0.001024999,0.0003530163,0.004058076,0.01095874,0.001527312,0.12852,0.008443301,0.7923889,0.0002096231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5897626,0.05231492,0.05633838,0.007535926,0.002095144,0.0006947182,0.003109603,0.002022238,0.2861265],"genre_scores_gemma":[0.6817735,0.02089038,0.04251263,0.001591734,0.0002516546,0.0003437943,0.001769905,0.0008119924,0.2500544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02642174,"threshold_uncertainty_score":0.08838958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00711833996824717,"score_gpt":0.2127689376194742,"score_spread":0.205650597651227,"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."}}