{"id":"W4405642811","doi":"10.3749/9780921294672.ch10","title":"BULK ANALYSIS OF VOLATILES IN FLUID INCLUSIONS","year":2003,"lang":"en","type":"book-chapter","venue":"Mineralogical Association of Canada eBooks","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001971797,0.0004385654,0.0004213925,0.001244572,0.0006654086,0.0006964374,0.0005595098,0.0002961313,0.002507595],"category_scores_gemma":[0.0002015586,0.0002118024,0.0002191101,0.0004977384,0.0003314584,0.0005608179,0.0005264274,0.0005811141,0.001347399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000705089,"about_ca_system_score_gemma":0.0009770232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797357,"about_ca_topic_score_gemma":0.05087181,"domain_scores_codex":[0.9997818,0.000006130476,0.000005192997,0.00005181479,0.0001208881,0.0000342264],"domain_scores_gemma":[0.9998944,0.00002005418,0.000006397623,0.000009091243,0.00005811582,0.00001191316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007756449,0.00002511948,0.0009834167,0.0001089588,0.000008262948,0.0001046815,0.0001222539,0.0001112589,0.955524,0.0003781751,0.001133361,0.04142293],"study_design_scores_gemma":[0.000004792064,0.0001265259,0.01160317,0.00003495347,0.00001940662,0.000505752,0.0002947287,0.00114467,0.9633734,0.0007716204,0.02209941,0.00002144126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.773688,0.02830903,0.1081227,0.0005457401,0.0005305851,0.0004283293,0.009575589,0.001631974,0.07716804],"genre_scores_gemma":[0.7401633,0.01356703,0.04907782,0.000403139,0.0001150625,0.0001440297,0.006651239,0.0005924183,0.1892859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01797357,"threshold_uncertainty_score":0.03573793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007745329841264418,"score_gpt":0.1938264952232569,"score_spread":0.1860811653819925,"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."}}