{"id":"W4392852110","doi":"10.62603/konteks.v1i4.84","title":"EVALUASI KUALITAS CAMPURAN ASPAL PANAS PRODUKSI AMP DENGAN BAHAN BAKAR LIMBAH CANGKANG KELAPA SAWIT","year":2024,"lang":"id","type":"article","venue":"Konferensi Nasional Teknik Sipil (KoNTekS)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Animal science; Horticulture; Biology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003312204,0.001978831,0.00160985,0.001216796,0.0008085253,0.0009804242,0.001139354,0.001036789,0.001955721],"category_scores_gemma":[0.0009179108,0.001993914,0.0008754841,0.001667042,0.000362673,0.001654826,0.0005416967,0.002570251,0.008337942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274708,"about_ca_system_score_gemma":0.001881032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006376994,"about_ca_topic_score_gemma":0.002660234,"domain_scores_codex":[0.988417,0.0007844412,0.00232186,0.002329746,0.003734565,0.002412398],"domain_scores_gemma":[0.9949445,0.0008353197,0.0003724187,0.001798062,0.00105108,0.000998646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001523246,0.002713031,0.006598043,0.01486897,0.008918244,0.002024814,0.02538337,0.02305591,0.5028617,0.04059105,0.2120959,0.1593657],"study_design_scores_gemma":[0.006387589,0.001899665,0.02923897,0.009530639,0.002965519,0.0006368156,0.003012096,0.2475789,0.1034944,0.002362597,0.5855479,0.007344909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504037,0.01672576,0.001814661,0.002629278,0.01188576,0.004166373,0.000618177,0.002337268,0.009418972],"genre_scores_gemma":[0.9692163,0.001027005,0.001428502,0.0004442753,0.003966014,0.0004930506,0.001612544,0.0006169621,0.02119529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993673,"threshold_uncertainty_score":0.9997309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263678818550962,"score_gpt":0.2973891120294709,"score_spread":0.2547523238439613,"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."}}