{"id":"W2738310737","doi":"10.5539/jas.v9n8p237","title":"Assessing the Suitability of Agro-Waste from Oil Palm Empty Fruit Bunches as Quality Eco-Composite Boards","year":2017,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Particle board; Composite material; Urea-formaldehyde; Palm oil; Wax; Elaeis guineensis; Universal testing machine; Composite number; Thermogravimetric analysis; Ultimate tensile strength; Chemistry; Adhesive; Chemical engineering; Food science; Engineering","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003909952,0.0002603843,0.0005562028,0.00006243151,0.001575765,0.002025808,0.003595137,0.00009246926,0.0001031432],"category_scores_gemma":[0.001516555,0.0001175595,0.0003004619,0.0003263284,0.001448438,0.004611307,0.0006651698,0.0004386235,0.00002848774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447895,"about_ca_system_score_gemma":0.000285714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375355,"about_ca_topic_score_gemma":0.000055101,"domain_scores_codex":[0.9959215,0.0002471404,0.001069629,0.0003889453,0.001866951,0.0005058239],"domain_scores_gemma":[0.9946041,0.0005794641,0.00258544,0.0007898434,0.001180025,0.0002611162],"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":[0.00002736252,0.00003035169,0.01000766,0.00001450846,0.00001270411,0.000004396797,0.000576495,0.0001671196,0.9875531,0.0001534307,0.00006959931,0.001383332],"study_design_scores_gemma":[0.000168893,0.00005689835,0.4801491,0.00009376932,0.00002428787,0.00003706575,0.0005649017,0.00001297452,0.5182464,0.00049047,0.00002760537,0.0001276278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947414,0.0002624157,0.00001911552,0.001877596,0.001203966,0.00008777233,0.00001640519,0.00001820066,0.001773155],"genre_scores_gemma":[0.9970973,0.00001937033,0.002266777,0.00007106495,0.0003991355,0.000001441199,0.000001218476,0.000004974357,0.0001387805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4701414,"threshold_uncertainty_score":0.999724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925875512399707,"score_gpt":0.3295877590592649,"score_spread":0.3003290039352678,"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."}}