{"id":"W1942563359","doi":"10.3968/j.ans.1715787020100302.018","title":"The Research of Biology Coupling Characteristics on the Shells of Haliotis discus hannai Ino","year":2010,"lang":"en","type":"article","venue":"Advances in natural science/Advances in natural sciences","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Abrasion (mechanical); Aragonite; Haliotis discus; Calcium carbonate; Composite material; Layer (electronics); Abalone; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001031722,0.0002798679,0.0001751433,0.0006984913,0.0003298463,0.000250317,0.0001645246,0.0002769164,0.0008942538],"category_scores_gemma":[0.0002596749,0.0001955447,0.0002264806,0.0002402142,0.0003942374,0.000326208,0.0004104213,0.0002535504,0.0002032897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352841,"about_ca_system_score_gemma":0.0001559696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212665,"about_ca_topic_score_gemma":0.003100304,"domain_scores_codex":[0.9999146,0.00000507688,0.000007279886,0.00002941137,0.00003145077,0.00001206734],"domain_scores_gemma":[0.9997939,0.00003242167,0.00006499258,0.00001318376,0.00005744126,0.00003803699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000196084,0.0000249059,0.02453763,0.0002168166,0.00002437015,0.0008243301,0.001001982,0.0002170667,0.9636819,0.0001157618,0.00006386054,0.00909526],"study_design_scores_gemma":[0.0000165083,0.0005969617,0.9094298,0.00002540793,0.00006116065,0.001835394,0.00193113,0.0005567841,0.08296243,0.0001415614,0.002415241,0.000027639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976997,0.0002404351,0.0002762671,0.00001446224,0.000006142848,0.00001049838,0.00009555179,0.000007857376,0.001649143],"genre_scores_gemma":[0.9966161,0.0002080131,0.0006003311,0.0000311855,0.000004894715,0.00001799856,0.0001237325,0.000007111032,0.002390566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212665,"threshold_uncertainty_score":0.004399538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440530600706493,"score_gpt":0.3680643820373476,"score_spread":0.3436590760302827,"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."}}