{"id":"W4393032006","doi":"10.2139/ssrn.4767755","title":"From Nature to Engineering: Impact of Mortar Volume on Interfacial Properties of Bioinspired Ceramics","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Polytechnique Montréal; National Research Council Canada","funders":"","keywords":"Mortar; Volume (thermodynamics); Ceramic; Materials science; Composite material; Thermodynamics; Physics","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":[0.0002370029,0.0002742085,0.0002455822,0.0002222288,0.0001584791,0.0005140964,0.0002428107,0.0002341226,0.002205692],"category_scores_gemma":[0.0005976554,0.000171475,0.0002159659,0.0002117692,0.0002666332,0.0003440467,0.0002216775,0.0004759176,0.0002835239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614507,"about_ca_system_score_gemma":0.0001512599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009031817,"about_ca_topic_score_gemma":0.001377181,"domain_scores_codex":[0.9998146,0.00001404314,0.00001117679,0.00003970938,0.00008019565,0.0000402547],"domain_scores_gemma":[0.99967,0.000158539,0.0000632303,0.00002621829,0.00005439378,0.00002754871],"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":[0.0002027543,0.00002878578,0.0004701073,0.00007671173,0.00001170196,0.00004348899,0.00004598196,0.0007343469,0.994953,0.0001277072,0.0001051575,0.003200256],"study_design_scores_gemma":[0.000004091064,0.0001547372,0.002252873,0.000004689394,0.00001471268,0.00002680102,0.00002512185,0.001802482,0.9953317,0.00005217171,0.0003253613,0.000005273057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996334,0.001395046,0.0006880157,0.00005412536,0.00003078314,0.000004385679,0.0001088856,0.00004784375,0.001337076],"genre_scores_gemma":[0.9990003,0.0002787897,0.0001525168,0.00001527044,0.000005516515,0.000001797953,0.00004469057,0.0000247372,0.0004764672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002205692,"threshold_uncertainty_score":0.007378817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009854556591182633,"score_gpt":0.2521519537694962,"score_spread":0.2422973971783135,"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."}}