{"id":"W3083443071","doi":"10.82308/22461","title":"Relationship of optical anomalies, zoning, and microtopography in vesuvianite from Jeffrey Mine, Asbestos, Québec","year":2010,"lang":"en","type":"article","venue":"Open MIND","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Zoning; Geology; Geochemistry; Earth science; Mining engineering; Law; Political science; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000156511,0.0001633251,0.0002234835,0.001700915,0.001407482,0.0009084616,0.0004500984,0.0002019844,0.001302538],"category_scores_gemma":[0.0004200235,0.0002029738,0.0001025091,0.001196488,0.0007942939,0.0001362583,0.0002597111,0.0001615256,0.0001429365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006867091,"about_ca_system_score_gemma":0.002544581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8836994,"about_ca_topic_score_gemma":0.9545666,"domain_scores_codex":[0.9997225,0.00001050094,0.000009528392,0.00006867231,0.0001147096,0.00007394176],"domain_scores_gemma":[0.9994461,0.00004292418,0.0001002381,0.00002226041,0.0003260833,0.0000623886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002164509,0.0000505766,0.7643756,0.00007326822,0.00006310047,0.0005119849,0.001268895,0.001224909,0.2210646,0.0004588889,0.0003653318,0.01032658],"study_design_scores_gemma":[0.000005145058,0.00002146958,0.9913772,0.000005689039,0.000007258601,0.0001151506,0.0005887213,0.0005514577,0.006112259,0.00002804533,0.001179577,0.000007997158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977503,0.000124013,0.000124826,0.00001964304,0.000001038007,0.000005652159,0.0003344249,0.000009554165,0.001630436],"genre_scores_gemma":[0.9988788,0.00003890414,0.0001232143,0.000005659124,3.360938e-7,0.000002479272,0.0002167266,0.000003063768,0.0007308158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163006,"threshold_uncertainty_score":0.2339711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791741018443625,"score_gpt":0.2225277179023917,"score_spread":0.2046103077179555,"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."}}