{"id":"W4402830987","doi":"10.1126/sciadv.adm8241","title":"Inorganic interpretation of luminescent materials encountered by the Perseverance rover on Mars","year":2024,"lang":"en","type":"article","venue":"Science Advances","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Mars Exploration Program; Interpretation (philosophy); Astrobiology; Mars rover; Luminescence; Exploration of Mars; Life on Mars; Geology; Remote sensing; Computer science; Materials science; Biology; Martian; Optoelectronics; Programming language","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":[0.0002160052,0.0002405998,0.000139904,0.001195232,0.0006557397,0.0007673358,0.0003449216,0.000513459,0.00191112],"category_scores_gemma":[0.0002991226,0.0001241447,0.0001369281,0.0003792578,0.0005412948,0.0002897948,0.0003540512,0.0003391875,0.0003585935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269709,"about_ca_system_score_gemma":0.0000877408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449973,"about_ca_topic_score_gemma":0.003210939,"domain_scores_codex":[0.9998596,0.00002132892,0.000003864288,0.00004112276,0.00004593219,0.00002826884],"domain_scores_gemma":[0.9998751,0.00002626035,0.00003370035,0.000008784365,0.00004123863,0.00001490837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003575756,0.00004966748,0.1076275,0.0001249488,0.00004357395,0.001674556,0.003001514,0.0005528274,0.8645517,0.0005366799,0.0007675153,0.02071199],"study_design_scores_gemma":[0.00001817797,0.0006575265,0.6484355,0.00004823581,0.00007261516,0.003394927,0.01144796,0.002347025,0.3171242,0.0004058566,0.01600214,0.00004582323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965158,0.0001145691,0.0004738898,0.00004437168,0.000004227219,0.000004892804,0.00011383,0.00004664325,0.002681739],"genre_scores_gemma":[0.9977349,0.00006958565,0.0009058088,0.00003913279,0.000004624239,0.000004807742,0.0001163727,0.00002459136,0.001100196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00191112,"threshold_uncertainty_score":0.006393373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005592269149081765,"score_gpt":0.2401712479534131,"score_spread":0.2345789788043313,"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."}}