{"id":"W4405641954","doi":"10.3749/9780921294672.ch12","title":"LA-ICP-MS ANALYSIS OF FLUID INCLUSIONS","year":2003,"lang":"en","type":"book-chapter","venue":"Mineralogical Association of Canada eBooks","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; McGill University","funders":"","keywords":"Fluid inclusions; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002599946,0.0002832039,0.0008400787,0.0002247915,0.00005958844,0.00001001047,0.0001681172,0.0005941398,0.0007519267],"category_scores_gemma":[0.00009133363,0.0002654007,0.0002973687,0.00008623232,0.00002789955,0.00001752555,0.00003444136,0.0003942529,0.000001764717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008293355,"about_ca_system_score_gemma":0.0002342486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01194584,"about_ca_topic_score_gemma":0.4450488,"domain_scores_codex":[0.9982378,0.00004854259,0.0006171208,0.0001962941,0.0006470084,0.0002532596],"domain_scores_gemma":[0.9988196,0.0003715405,0.0003158557,0.0002217594,0.0001513995,0.0001198136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008006252,0.0001286282,0.001360468,0.000523856,0.02488666,0.0002105581,0.0007047095,0.05454552,0.09517556,0.3757991,0.4431533,0.00343159],"study_design_scores_gemma":[0.0006105154,0.0001035902,0.001874103,0.0001120093,0.002849251,0.000002433966,0.00001235628,0.003077887,0.01051777,0.005431434,0.9743923,0.001016358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02019195,0.00006225014,0.00005192622,0.0001105142,0.0002196293,0.0001225985,0.0007144056,0.00004558868,0.9784811],"genre_scores_gemma":[0.5745665,0.0000376019,0.0002264135,0.0002375232,0.00007992368,0.000008698904,0.0002787444,0.00005105154,0.4245135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5543746,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007614267871976207,"score_gpt":0.1884702915601218,"score_spread":0.1808560236881456,"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."}}