{"id":"W4372352991","doi":"10.18280/ijdne.180218","title":"Production and Characterization of Bio-Briquettes from the Cassava Stems and Bamboo Charcoal Bonded with Organic Adhesive","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Lampung","keywords":"Briquette; Bamboo charcoal; Bamboo; Adhesive; Charcoal; Pulp and paper industry; Materials science; Composite material; Waste management; Engineering; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001710621,0.00007012917,0.0001008746,0.00002053003,0.00007873127,0.00006235814,0.0001141058,0.0000709529,0.000009004569],"category_scores_gemma":[0.00003527946,0.00002485159,0.00001778956,0.0001181165,0.000059973,0.0001571838,0.00003483161,0.0001559357,4.840746e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001019909,"about_ca_system_score_gemma":0.00001037353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000027521,"about_ca_topic_score_gemma":0.0001008284,"domain_scores_codex":[0.9994717,0.00003380383,0.0001688826,0.0001079203,0.0001538041,0.00006389403],"domain_scores_gemma":[0.9994045,0.0001216484,0.0002097125,0.0000238369,0.0002098628,0.00003036155],"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":[0.0001279103,0.00002302688,0.01182241,0.000003496694,0.00008301107,0.000003969779,0.0002853403,0.000004608315,0.9738663,0.0002365263,0.0001452232,0.01339821],"study_design_scores_gemma":[0.0003729414,0.0005254743,0.9615378,0.0002114771,0.00007811899,0.0002802474,0.001273773,0.002818609,0.02838104,0.001871586,0.002438734,0.0002101773],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989552,0.0002658683,0.00009093268,0.009805895,0.0001144958,0.0001098731,0.00004836245,0.000007311035,0.000005235279],"genre_scores_gemma":[0.9979532,0.00141703,0.00009375208,0.0001492652,0.0002839493,0.00000257454,0.00004285369,0.000001394671,0.00005592515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9497154,"threshold_uncertainty_score":0.1013419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464976430799155,"score_gpt":0.2097293749432713,"score_spread":0.1950796106352797,"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."}}