{"id":"W4415880593","doi":"10.22541/essoar.176227402.29632907/v1","title":"NIR-NUV Observations of Ice Deposition on Planetary Regolith Simulants","year":2025,"lang":"","type":"article","venue":"","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Regolith; Mars Exploration Program; Deposition (geology); Martian; Martian surface; Planetary surface; Atmosphere of Mars","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":[0.000147282,0.0002055281,0.0001810895,0.0004450699,0.0002530939,0.0001753627,0.0002067258,0.0001235937,0.0006254948],"category_scores_gemma":[0.0001582843,0.000107679,0.0001856292,0.0002835001,0.0001233866,0.0001757808,0.0002501975,0.000150452,0.000253402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479725,"about_ca_system_score_gemma":0.0001347934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042032,"about_ca_topic_score_gemma":0.008568443,"domain_scores_codex":[0.9999174,0.000008612935,0.000002086172,0.00002139136,0.00003656814,0.00001391184],"domain_scores_gemma":[0.9999055,0.000009597904,0.00002047356,0.00001309986,0.00003364877,0.00001774439],"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":[0.0005261591,0.0001245434,0.2242588,0.00006384683,0.0000741526,0.0001001043,0.0004543128,0.002607772,0.7559172,0.0001732227,0.0005100234,0.01518983],"study_design_scores_gemma":[0.0000147951,0.0001888366,0.8671772,0.000007388564,0.00004541592,0.0002331858,0.0002640135,0.006652357,0.1227866,0.00005063508,0.002560954,0.00001864225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980855,0.00002377108,0.0002925635,0.000003248227,0.000001172957,0.00000253512,0.0004163074,0.00003085344,0.001144049],"genre_scores_gemma":[0.9966812,0.00003453509,0.001348727,0.000007895783,0.000001580024,0.000006533978,0.001298186,0.00001753795,0.0006037735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0042032,"threshold_uncertainty_score":0.008357465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897215249936648,"score_gpt":0.2458873529116829,"score_spread":0.2169152004123165,"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."}}