{"id":"W2335416699","doi":"10.1021/acssuschemeng.5b00035","title":"Sustainable Bio-Inspired Limestone Eggshell Powder for Potential Industrialized Applications","year":2015,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Eggshell; Lime; Bleach; Calcite; Eggshell membrane; Dolomite; Calcium carbonate; Metallurgy; Pulp and paper industry; Chemistry; Mineralogy; Chemical engineering; Waste management; Materials science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001110378,0.0002392526,0.0001346246,0.0002396412,0.00008295067,0.0003085812,0.0001986615,0.000299923,0.001108272],"category_scores_gemma":[0.0000925784,0.0001284164,0.0001897646,0.0001875328,0.00008805293,0.0002223754,0.0001968856,0.0002099772,0.0003424091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083196,"about_ca_system_score_gemma":0.0001537147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002831676,"about_ca_topic_score_gemma":0.001181037,"domain_scores_codex":[0.9999166,0.000008963778,0.000005879065,0.00001482039,0.00004092217,0.00001295972],"domain_scores_gemma":[0.9999722,0.000003731727,0.000007957034,0.000002317714,0.000008186443,0.000005507588],"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":[0.00004444553,0.00003890942,0.0002652376,0.0003490739,0.00001030422,0.0001380445,0.0000151906,0.0004972409,0.9889491,0.0006492198,0.0002277994,0.008815561],"study_design_scores_gemma":[0.00000798191,0.0001334176,0.001295691,0.00002138714,0.00001628078,0.0001495086,0.00003060235,0.002280785,0.9818909,0.0001391188,0.0140277,0.000006668367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444051,0.01167476,0.02340406,0.0003316433,0.0001114433,0.00008395586,0.0005351244,0.0002757097,0.01917821],"genre_scores_gemma":[0.9803835,0.003436546,0.0105074,0.00005989614,0.00001046463,0.00003815172,0.0002860419,0.000033297,0.005244585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001108272,"threshold_uncertainty_score":0.003707469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309280234175708,"score_gpt":0.2321818469345859,"score_spread":0.2190890445928288,"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."}}