{"id":"W2565450436","doi":"10.2495/dne-v12-n2-246-253","title":"Adaptation of eco-friendly approach in the production of soluble pozzolanic material","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaysia Pahang","keywords":"Adaptation (eye); Production (economics); Environmentally friendly; Biochemical engineering; Architectural engineering; Engineering; Ecology; Biology; 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":[0.001115691,0.00007450131,0.0001648808,0.0001681796,0.00002565291,0.00001940308,0.0003235997,0.00006574553,0.00001446801],"category_scores_gemma":[0.0003454146,0.0000404621,0.00003973262,0.00008705688,0.0001013998,0.0003678573,0.00004572043,0.0001397774,6.487999e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006216956,"about_ca_system_score_gemma":0.00006758856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008022825,"about_ca_topic_score_gemma":0.00001333092,"domain_scores_codex":[0.9987827,0.0001229226,0.0003957944,0.0001058383,0.0004815849,0.0001111369],"domain_scores_gemma":[0.9988331,0.000211661,0.0004291946,0.00008114966,0.000425944,0.00001890574],"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":[0.000994773,0.0002043854,0.0005953355,0.00004403661,0.00006818599,0.00001560155,0.0009380651,0.003026357,0.9828353,0.003591629,0.0002060275,0.007480331],"study_design_scores_gemma":[0.006928412,0.003570094,0.02629884,0.001821606,0.0001961286,0.001822752,0.008505207,0.01911048,0.8639105,0.06496588,0.001971294,0.0008987981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369551,0.0004249648,0.06062783,0.0006653144,0.001082207,0.0001405347,0.00001936515,0.000002950353,0.00008176527],"genre_scores_gemma":[0.9885842,0.0006505189,0.01053828,0.000009843167,0.0001730165,0.000002852573,0.000002107514,0.000005453397,0.00003372474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189248,"threshold_uncertainty_score":0.1649996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944229687038735,"score_gpt":0.2799260998876941,"score_spread":0.2604838030173068,"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."}}