{"id":"W2045284966","doi":"10.1111/j.1945-5100.2004.tb00918.x","title":"Spectral reflectance‐compositional properties of spinels and chromites: Implications for planetary remote sensing and geothermometry","year":2004,"lang":"en","type":"article","venue":"Meteoritics and Planetary Science","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Wavelength; Absorption (acoustics); Content (measure theory); Absorption band; Chemistry; Analytical Chemistry (journal); Composition (language); Absorption spectroscopy; Spectral line; Mineralogy; Materials science; Optics; Physics; Environmental chemistry; Optoelectronics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003135437,0.0001068693,0.0001478159,0.00008701412,0.000294146,0.00008770539,0.0002011564,0.00003757606,0.000001105232],"category_scores_gemma":[0.00006283881,0.00009330399,0.00001345999,0.0002185931,0.0004883654,0.0002150549,0.00007808315,0.00007173617,2.428469e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008943131,"about_ca_system_score_gemma":0.00007096476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007026075,"about_ca_topic_score_gemma":0.000008327223,"domain_scores_codex":[0.9991137,0.00001094233,0.0001655326,0.0003589373,0.0001170222,0.0002338643],"domain_scores_gemma":[0.9995152,0.00008048723,0.00005533683,0.0001803569,0.00007270493,0.00009594984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001904001,0.00001878933,0.001319323,0.0002843131,0.00001966949,0.000009046593,0.0003910071,0.000772199,0.9646982,0.0157795,0.00001639217,0.01667255],"study_design_scores_gemma":[0.001876243,0.0009753903,0.2178008,0.0006143244,0.00007089895,0.003002407,0.0001465815,0.3014022,0.1867918,0.2847105,0.001509915,0.001098972],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298137,0.001790899,0.06378416,0.003671159,0.00008407592,0.0001974337,0.0000469445,0.00003172375,0.0005799349],"genre_scores_gemma":[0.8815146,0.00009789762,0.1181483,0.0001741703,0.00003821381,4.028176e-7,0.00001026005,0.000001244041,0.00001490887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7779064,"threshold_uncertainty_score":0.3804826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601758416763877,"score_gpt":0.2360340544443322,"score_spread":0.2100164702766935,"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."}}