{"id":"W6996124530","doi":"","title":"RECOGNITION OF KAMPUNG TEMATIK ELO PUKEK, PURUS, PADANG THROUGHOUT THE SOCIAL MEDIA
\\n(Case Study at Kampung Tematik Elo Pukek, Purus, Padang)","year":2024,"lang":"en","type":"dissertation","venue":"Andalas University eThesis (Andalas University)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Test (biology); Fishing; Quarter (Canadian coin)","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":[],"category_scores_codex":[0.000927862,0.0009542865,0.00110565,0.0009320591,0.002082402,0.0001878424,0.00129642,0.0006059225,0.001742309],"category_scores_gemma":[0.0001181595,0.0009163092,0.0006694394,0.00225761,0.0004926763,0.001035758,0.00163199,0.0008495684,0.0004002569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739042,"about_ca_system_score_gemma":0.0002068518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444904,"about_ca_topic_score_gemma":0.03695027,"domain_scores_codex":[0.9947895,0.000683805,0.0007128672,0.001417542,0.001571555,0.0008247407],"domain_scores_gemma":[0.9972245,0.0007231358,0.0008991136,0.0007171677,0.0001713402,0.0002647287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007593479,0.006389884,0.06096642,0.008082952,0.01122814,0.03839569,0.5724771,0.0005230758,0.003914382,0.00303022,0.127166,0.1602327],"study_design_scores_gemma":[0.005257591,0.0005848049,0.02886393,0.001311422,0.006383042,0.0001453821,0.7538081,0.0002167965,0.003545589,0.001011914,0.1953644,0.003507039],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146916,0.0001055695,0.0000747433,0.0003994588,0.0008223614,0.001929361,0.0001893142,0.0002432541,0.08154428],"genre_scores_gemma":[0.9209381,0.0007587485,0.000294225,0.00006304999,0.0001564828,0.000004019183,0.0008012131,0.0001132903,0.07687086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.181331,"threshold_uncertainty_score":0.9993287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806961015889252,"score_gpt":0.2315211629228935,"score_spread":0.213451552764001,"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."}}