{"id":"W2149518307","doi":"10.1180/minmag.2010.074.1.29","title":"A disc with fivefold symmetry: the proposed fundamental seed structure for the formation of chrysotile asbestos fibres, polygonal serpentine fibres and polyhedral lizardite spheres","year":2010,"lang":"en","type":"article","venue":"Mineralogical Magazine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chrysotile; SPHERES; Materials science; Planar; Curvature; Symmetry (geometry); Composite material; Crystallography; Asbestos; Geometry; Chemistry; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005732453,0.0001893877,0.0002252853,0.00002623441,0.000157724,0.00003195029,0.0001039969,0.00006570913,0.0004530039],"category_scores_gemma":[0.0000488061,0.00007892968,0.00008954552,0.0001069463,0.0003612787,0.0001310022,0.0000740693,0.0001697066,0.000004807828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001434928,"about_ca_system_score_gemma":0.00002290085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004246776,"about_ca_topic_score_gemma":0.0001624909,"domain_scores_codex":[0.9990397,0.00002202891,0.0002226366,0.0002033894,0.0003068658,0.0002053505],"domain_scores_gemma":[0.9994414,0.0001239142,0.0001012405,0.0001961593,0.00003473167,0.0001025177],"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":[0.004336723,0.0004339016,0.3223093,0.0003077094,0.00016914,0.00001134571,0.0001305758,0.00005335478,0.6632568,0.001610252,0.003601447,0.003779503],"study_design_scores_gemma":[0.001873268,0.001022655,0.9882165,0.0000459773,0.0002044228,0.0001243573,0.0001192365,0.001799575,0.002092606,0.0002334858,0.004140869,0.0001270013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995502,0.0003215212,0.0000937308,0.002335454,0.00006225305,0.000908662,0.0005356371,0.00002261396,0.0002181309],"genre_scores_gemma":[0.9965599,0.00001089645,0.001488874,0.0004484019,0.000264544,0.00003479137,0.0005178889,0.00001546116,0.0006592628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6659073,"threshold_uncertainty_score":0.4960075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008323302620258204,"score_gpt":0.2302676347796422,"score_spread":0.2219443321593839,"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."}}