{"id":"W2010077199","doi":"10.1080/09593330.2014.984773","title":"Development of poly(aspartic acid-<i>co</i>-malic acid) composites for calcium carbonate and sulphate scale inhibition","year":2014,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Malic acid; Aspartic acid; Calcium carbonate; Calcium; Chemistry; Carbonate; Nuclear chemistry; Materials science; Chemical engineering; Citric acid; Organic chemistry; Biochemistry; Amino acid","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001364474,0.0005280104,0.0002632795,0.0002811106,0.0001318358,0.0002668371,0.0002670389,0.0003647952,0.0004637305],"category_scores_gemma":[0.0001991884,0.0002699245,0.0003487078,0.0002262978,0.0001649547,0.0002685102,0.0001739532,0.0004251153,0.0002401219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831675,"about_ca_system_score_gemma":0.0001896807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003536181,"about_ca_topic_score_gemma":0.0009474339,"domain_scores_codex":[0.9998602,0.00001195742,0.0000124269,0.00003404526,0.00006254828,0.00001888918],"domain_scores_gemma":[0.9998505,0.00002114527,0.00005550779,0.000009090775,0.00003291388,0.0000308221],"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":[0.00001118462,0.0000101332,0.00003152147,0.00002408421,0.000001679569,0.000009597135,0.000003493175,0.0000428171,0.9989228,0.00001440372,0.000004950666,0.000923308],"study_design_scores_gemma":[0.000002536669,0.0001168634,0.000546973,0.000001768825,0.000005897398,0.00004107477,0.000002299277,0.0003697052,0.9983974,0.000003679449,0.0005094624,0.000002261934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619696,0.002938216,0.03045043,0.00006328937,0.00006236785,0.0001617353,0.0001380109,0.0003172875,0.00389895],"genre_scores_gemma":[0.9710914,0.001345567,0.02494315,0.00003242147,0.00001428795,0.00009154577,0.0001335117,0.00004516777,0.002303113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005280104,"threshold_uncertainty_score":0.00155133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067564560643007,"score_gpt":0.228242508019506,"score_spread":0.217566862413076,"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."}}