{"id":"W4388084046","doi":"10.32315/jlbi.v7i2.158","title":"Desain Rumah Tumbuh Masyarakat Pedesaan Mandailing","year":2018,"lang":"id","type":"article","venue":"Jurnal Lingkungan Binaan Indonesia","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006638548,0.0009979508,0.001046428,0.0004664834,0.004588106,0.0009748105,0.0007586905,0.0002750457,0.0007935297],"category_scores_gemma":[0.00007725967,0.0008265054,0.0005853686,0.0002766707,0.002012493,0.0003974365,0.0004925125,0.001167933,0.001833895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994786,"about_ca_system_score_gemma":0.0002125858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003044994,"about_ca_topic_score_gemma":0.0006666175,"domain_scores_codex":[0.9951685,0.0003014739,0.001189694,0.0009746572,0.0008150735,0.001550609],"domain_scores_gemma":[0.9974724,0.0002499337,0.0005928954,0.000625368,0.0005964675,0.0004629045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005834545,0.002771064,0.1346936,0.003122001,0.005417814,0.002451182,0.3422069,0.00003492956,0.02258242,0.2724552,0.1057936,0.1026368],"study_design_scores_gemma":[0.003565711,0.003456088,0.04404374,0.001818646,0.0009618071,0.0005767161,0.01094841,0.0004605475,0.0119706,0.003172465,0.9157906,0.00323473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574749,0.004473144,0.00005307336,0.002211188,0.00341698,0.000505671,0.00007986122,0.0002780935,0.03150703],"genre_scores_gemma":[0.9509429,0.0003272038,0.0001845228,0.0006556518,0.01321437,0.00002460208,0.00002778754,0.0001526907,0.03447022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.809997,"threshold_uncertainty_score":0.9994186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260463378265906,"score_gpt":0.2416941105574748,"score_spread":0.2156477727308841,"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."}}