{"id":"W4385364058","doi":"10.1007/978-3-662-65093-6_1865","title":"Weathering Profile","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Weathering; Geology; Geomorphology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001337937,0.0001629177,0.0002975973,0.00007920156,0.0000337332,0.000006816788,0.0001671551,0.0002349618,0.006397991],"category_scores_gemma":[0.00001601208,0.000140726,0.00006793993,0.00002023033,0.00008411921,0.00003403363,0.00001904489,0.0001253178,0.001126144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002041656,"about_ca_system_score_gemma":0.00005296907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000194942,"about_ca_topic_score_gemma":0.0002490371,"domain_scores_codex":[0.9992281,0.00001655741,0.0002818789,0.0002271649,0.00006894876,0.0001773904],"domain_scores_gemma":[0.9994922,0.00008106153,0.0002030489,0.0001586338,0.00002964961,0.00003539823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004931674,0.00003849706,0.2007829,0.0008964574,0.0008205603,0.0001482378,0.0007573874,0.001393195,0.002568737,0.1344861,0.04462197,0.6129928],"study_design_scores_gemma":[0.0004077493,0.0007473218,0.0890025,0.0003236214,0.0001053348,0.00002496745,0.00004355956,0.0001408198,0.0001628141,0.02792995,0.880285,0.0008263233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02555127,0.0001519088,0.00002520589,0.00008230126,0.00170276,0.0001806002,0.0004571114,0.00008816239,0.9717607],"genre_scores_gemma":[0.02200575,0.001372692,0.001711091,0.0000604767,0.0008110404,0.000003133129,0.001604502,0.00003013974,0.9724011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8356631,"threshold_uncertainty_score":0.9996516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480359824853776,"score_gpt":0.1926220964068928,"score_spread":0.1778184981583551,"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."}}