{"id":"W4328138264","doi":"10.18280/acsm.470101","title":"Possibility of Acacia Mangium Tree Branches as Particleboard Material","year":2023,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acacia mangium; Tree (set theory); Acacia; Agroforestry; Botany; Environmental science; Biology; Mathematics; Combinatorics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001633727,0.0002305422,0.0003214272,0.0002801085,0.0003921233,0.0002930292,0.001206476,0.00008694849,0.0004556677],"category_scores_gemma":[0.0004922776,0.000194281,0.0001270454,0.001376802,0.001893265,0.0009094789,0.0004438353,0.0001111756,0.001360858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121678,"about_ca_system_score_gemma":0.0003121343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00013346,"about_ca_topic_score_gemma":0.00002398342,"domain_scores_codex":[0.9971587,0.00008761983,0.0004757228,0.0005713703,0.0007474717,0.0009591256],"domain_scores_gemma":[0.998553,0.0001394117,0.0001827226,0.0006341623,0.0002187348,0.0002719036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001139459,0.00002300102,0.001532907,0.00007656073,0.000005106182,0.00001473944,0.0008033621,0.0001908449,0.9926365,0.002059645,0.0002874698,0.002255898],"study_design_scores_gemma":[0.0002114736,0.0001345893,0.05508839,0.00005383167,0.00001340794,0.00003519772,0.0001764446,0.001141923,0.9288713,0.01387941,0.0001729872,0.0002209923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966316,0.00005445258,0.00009921104,0.0003035979,0.0005576673,0.0002290584,0.00004415343,0.0003423769,0.001737849],"genre_scores_gemma":[0.9954333,0.00002232595,0.003945734,0.000122718,0.0001256751,0.00001878795,0.000009140947,0.00001905526,0.0003032481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06376517,"threshold_uncertainty_score":0.9994167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031636668481624,"score_gpt":0.2978655345945367,"score_spread":0.2662288661129127,"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."}}