{"id":"W2518153531","doi":"10.14863/geosocabst.2012.0_356","title":"Fractal natures of band-thicknesses in Archean banded iron-formation","year":2012,"lang":"en","type":"article","venue":"Annual Meeting of the Geological Society of Japan The 119th Annual Meeting(2012' Osaka)","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Archean; Fractal; Geology; Materials science; Paleontology; Mathematics; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.004851551,0.0003726213,0.0007512851,0.00004615586,0.0003645789,0.00003261237,0.001226886,0.0004145766,0.0003377481],"category_scores_gemma":[0.001206764,0.0002017622,0.0004264595,0.0003223147,0.001019516,0.0006713188,0.0007381577,0.0004946662,0.00001651718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004051123,"about_ca_system_score_gemma":0.00005430176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007784207,"about_ca_topic_score_gemma":0.00004668679,"domain_scores_codex":[0.995941,0.0008348587,0.001168076,0.0003549958,0.0008194708,0.0008815891],"domain_scores_gemma":[0.9971221,0.0006514636,0.001175337,0.0005519661,0.0003682165,0.000130936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006330259,0.0005918532,0.008939844,0.0008945595,0.00005372957,3.856812e-7,0.03242238,0.0006307655,0.9466915,0.001174279,0.006950787,0.001016874],"study_design_scores_gemma":[0.001055416,0.0005965338,0.02417126,0.0007097859,0.0001031864,0.00002539338,0.02565133,0.0002297658,0.9413986,0.00224746,0.003253446,0.000557804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939412,0.001190884,0.00005224204,0.002412532,0.000751894,0.0005144999,0.0001597703,0.00005282602,0.0009241804],"genre_scores_gemma":[0.9968848,0.00008622697,0.002085131,0.0003761552,0.0003203347,0.00002423914,0.0000117907,0.0000242145,0.0001870642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523141,"threshold_uncertainty_score":0.8227623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516174814738828,"score_gpt":0.2345088904485572,"score_spread":0.2193471423011689,"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."}}