{"id":"W4407161036","doi":"","title":"Prow & co.: inside the fluvial lenses of Gale's layered sulfate unit","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Fluvial; Unit (ring theory); Materials science; Geology; Sulfate; Geomorphology; Metallurgy; Psychology; Mathematics education","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":[0.000497072,0.0005511296,0.0001986545,0.0005214312,0.0009136808,0.002282636,0.0005625571,0.00108815,0.2512819],"category_scores_gemma":[0.0004476575,0.0002702559,0.0002000497,0.0004942189,0.0007419933,0.00166957,0.00135062,0.0005928091,0.07884637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601213,"about_ca_system_score_gemma":0.0005964851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379216,"about_ca_topic_score_gemma":0.006991516,"domain_scores_codex":[0.9998295,0.00002099759,0.000004067977,0.00003196134,0.00008075056,0.00003261031],"domain_scores_gemma":[0.9996769,0.0000340611,0.0000128682,0.00004323042,0.0001004473,0.0001324722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003800704,0.00005145742,0.002020888,0.0001980333,0.00001013274,0.0005792096,0.0005474109,0.0006091481,0.02921827,0.02308227,0.5503135,0.3929896],"study_design_scores_gemma":[0.00001046008,0.00003570919,0.001271766,0.00002906946,0.000002072745,0.00009983838,0.0001507733,0.0003102271,0.003483014,0.001176042,0.9934235,0.000007540988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02433004,0.004217191,0.01635091,0.01473065,0.001834828,0.0001350251,0.001464915,0.008524425,0.928412],"genre_scores_gemma":[0.03729067,0.0009904233,0.005435916,0.0005046517,0.0001646432,0.00002404828,0.0003308431,0.001159201,0.9540996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2512819,"threshold_uncertainty_score":0.8406218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608451540375466,"score_gpt":0.2111072882647179,"score_spread":0.1950227728609633,"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."}}