{"id":"W3162913842","doi":"10.17612/p78m25","title":"Guelph Dolomite characterization","year":2018,"lang":"en","type":"article","venue":"Digital Rocks Portal","topic":"Geological Formations and Processes Exploration","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dolomite; Characterization (materials science); Geology; Mineralogy; Materials science; Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004005205,0.0000728176,0.00006351156,0.00003931592,0.0001343151,0.0001732852,0.00008168294,0.00004370085,0.002584668],"category_scores_gemma":[0.00004243034,0.00005598352,0.00002683952,0.0001623423,0.0000474904,0.001282424,0.000006915659,0.00003965293,0.002322983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.769909e-7,"about_ca_system_score_gemma":0.00001507538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001594933,"about_ca_topic_score_gemma":0.00007036513,"domain_scores_codex":[0.9994554,0.000004901537,0.000150769,0.0001210776,0.0001219218,0.0001459348],"domain_scores_gemma":[0.9997169,0.00001404715,0.00005913308,0.00007573897,0.0000682818,0.00006584319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005306863,0.00004484191,0.6662261,0.00001276124,0.00001387996,0.00001012605,0.0004607106,0.00008775399,0.0001420697,0.000352388,0.000889788,0.3317066],"study_design_scores_gemma":[0.0002169804,0.0003814891,0.9294432,0.000009234809,0.000005862036,0.00004031403,0.0001532473,0.007049133,0.0004248809,0.003577382,0.05843972,0.0002585403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891819,0.00001351879,0.006444754,0.0001384317,0.00023988,0.0000675763,0.0001412128,0.00007349525,0.1010621],"genre_scores_gemma":[0.9959018,0.000005699494,0.0000590884,0.0002327467,0.0002038305,7.302738e-7,0.002994961,0.000001493623,0.000599612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.331448,"threshold_uncertainty_score":0.9984538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388517812074444,"score_gpt":0.2043710142243294,"score_spread":0.190485836103585,"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."}}