{"id":"W2756371330","doi":"","title":"Thessally Resources view prospects in Australia's magnesite market","year":2014,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnesite; Dolomite; Ultramafic rock; Calcination; Mineralogy; Tonne; Magnesium; Geology; Geochemistry; Environmental science; Chemistry; Metallurgy; Materials science; Geography; Archaeology; Catalysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004485061,0.000167854,0.000321969,0.00004583245,0.00007401655,0.00005967632,0.000220656,0.0001390224,0.004954091],"category_scores_gemma":[0.0003060527,0.0001073768,0.00006172212,0.0003072002,0.0001042137,0.00009251306,0.00002481624,0.0002318534,0.0009490302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002632724,"about_ca_system_score_gemma":0.000007013123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005574843,"about_ca_topic_score_gemma":0.003075494,"domain_scores_codex":[0.9986296,0.0002062881,0.0002665867,0.0002897334,0.0002140422,0.0003937377],"domain_scores_gemma":[0.9993567,0.0003138074,0.00006866676,0.0001325619,0.00002062885,0.0001076558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001399743,0.00005033068,0.9002618,0.00001340612,0.0000125911,0.00002243463,0.0000898944,0.0002251876,0.00005208859,0.000232008,0.01840837,0.08049195],"study_design_scores_gemma":[0.000561206,0.0002712159,0.7744389,0.00003233007,0.000007839446,0.000001872052,0.00001356923,0.0001389464,0.00002185685,0.005284043,0.2190485,0.0001797603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128348,0.0001458933,8.745019e-7,0.001485646,0.0002382426,0.0002196612,0.00001640302,0.00003384191,0.08502465],"genre_scores_gemma":[0.9641548,0.0000122844,0.0000550981,0.000283387,0.0007561391,0.000003940064,0.00001108859,0.000002003258,0.03472123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006401,"threshold_uncertainty_score":0.9998289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496683218747223,"score_gpt":0.2318748612444161,"score_spread":0.1822065393696938,"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."}}