{"id":"W4390343910","doi":"10.18280/ijsdp.181206","title":"Efficient Bio-Oil Production from Coconut Shells Using Parabolic Solar Pyrolysis","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pyrolysis; Coconut oil; Production (economics); Pulp and paper industry; Environmental science; Waste management; Pyrolysis oil; Biofuel; Materials science; Process engineering; Engineering; Food science; Chemistry; Economics","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":[0.0003215629,0.0001043689,0.0001269295,0.0004385951,0.0001361119,0.00009440624,0.0001317133,0.00004507833,0.00002625293],"category_scores_gemma":[0.00005530854,0.0001013063,0.00003149088,0.0003003456,0.00002478079,0.0001289675,0.00004121475,0.0001468713,0.00001413029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132792,"about_ca_system_score_gemma":0.00006821373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001024381,"about_ca_topic_score_gemma":3.236055e-7,"domain_scores_codex":[0.9990919,0.00001170391,0.0003315054,0.000119527,0.0002630817,0.0001823037],"domain_scores_gemma":[0.9993991,0.00002976723,0.0001057855,0.0000555677,0.0003493624,0.00006036414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000926413,0.0000736218,0.006530325,0.0001185275,0.0009110755,0.0005274928,0.01860411,0.8909276,0.01987029,0.0003134976,0.006942676,0.05508818],"study_design_scores_gemma":[0.002466574,0.00004362766,0.06629313,0.0008643492,0.0002013655,0.0004318601,0.10642,0.1828288,0.1833723,0.001406884,0.4541744,0.001496712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959871,0.0006608441,0.001762826,0.0003976705,0.0008350007,0.00004546521,0.000003286869,0.00007388649,0.0002339177],"genre_scores_gemma":[0.9964774,0.0001615412,0.002290548,0.00002586551,0.0004999349,0.000005745297,0.00002292712,0.00001370794,0.0005023283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7080988,"threshold_uncertainty_score":0.4131153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942637040022512,"score_gpt":0.2499123676767061,"score_spread":0.230485997276481,"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."}}