{"id":"W3138708053","doi":"10.1016/j.icarus.2021.114423","title":"Reflectance spectroscopy of ilmenites and related Ti and Ti Fe oxides (200 to 2500 nm): Spectral–compositional–structural relationships","year":2021,"lang":"en","type":"article","venue":"Icarus","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"Natural Sciences and Engineering Research Council of Canada; University of Winnipeg; Canada Foundation for Innovation; Research Manitoba; Canadian Space Agency; National Science Foundation","keywords":"Ilmenite; Materials science; Absorption (acoustics); Analytical Chemistry (journal); Absorption spectroscopy; Spectroscopy; Wavelength; Spectral line; Mineralogy; Chemistry; Optics; Physics; Optoelectronics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001395581,0.00011855,0.0001680676,0.00004626777,0.0001666225,0.00006805633,0.0001794064,0.00007318924,0.00005899038],"category_scores_gemma":[0.0001733829,0.0001167436,0.00002942273,0.0003875122,0.00007802351,0.0001544302,0.000150614,0.000189057,0.000008046841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000219443,"about_ca_system_score_gemma":0.00004420537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007778292,"about_ca_topic_score_gemma":0.000006643022,"domain_scores_codex":[0.9989899,0.00006858289,0.0002179029,0.0003763829,0.0001438335,0.0002033924],"domain_scores_gemma":[0.9992575,0.0001682674,0.00007484938,0.0002905249,0.0001082057,0.0001006756],"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":[0.0000246832,0.00002450259,0.02068387,0.00005745615,0.00004733229,0.00009539993,0.001325245,0.0002011865,0.9020438,0.07437173,0.0006001248,0.00052466],"study_design_scores_gemma":[0.0006494487,0.0001506724,0.2499158,0.0001488631,0.00002879703,0.00120364,0.0001698091,0.004924468,0.5407166,0.1995766,0.002039823,0.0004755518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787498,0.000880476,0.001202538,0.00575465,0.00009041154,0.00007850816,0.000005102069,0.00006253682,0.01317599],"genre_scores_gemma":[0.9536272,0.00002768867,0.04506699,0.0001008637,0.00003020015,0.000003704694,0.000008008853,0.000002541083,0.001132846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3613272,"threshold_uncertainty_score":0.4760668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144569351629286,"score_gpt":0.2435302150512911,"score_spread":0.2290732798883625,"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."}}