{"id":"W4242314787","doi":"10.1016/s0921-5093(00)01909-2","title":"","year":2001,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology","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":[0.003081688,0.0002182474,0.0002402123,0.0004464854,0.0003572491,0.0008096871,0.0004352456,0.00003570895,0.00002186577],"category_scores_gemma":[0.0006728259,0.0001981009,0.00001179831,0.001635084,0.0004268319,0.001537849,0.0002111096,0.00004972098,0.00007107406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158453,"about_ca_system_score_gemma":0.00006359486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629522,"about_ca_topic_score_gemma":0.000003058123,"domain_scores_codex":[0.9975714,0.00001264546,0.0002690816,0.0005205739,0.0006910182,0.0009352918],"domain_scores_gemma":[0.9991074,0.00002800431,0.00004535028,0.0003356792,0.0001624415,0.0003211217],"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":[0.00002276618,0.00001254347,0.001006339,0.00001501872,0.000002013533,0.00002749816,0.0003661757,0.002224636,0.9954385,0.0007096826,0.00001004191,0.0001648531],"study_design_scores_gemma":[0.0004166952,0.00006731691,0.1368035,0.00004785506,0.00000713996,0.0004478529,0.00009584341,0.003998281,0.8565673,0.00005240441,0.001126838,0.0003689101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983538,0.00003739852,0.0002434292,0.000173979,0.0004345952,0.0001455532,0.000009009729,0.0005627556,0.00003952178],"genre_scores_gemma":[0.9981211,0.00001986439,0.001585795,0.00007295081,0.0001188009,0.0000364827,0.000001000628,0.00003573717,0.000008200344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388711,"threshold_uncertainty_score":0.807832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019179663936547,"score_gpt":0.208760902853273,"score_spread":0.1985691062139076,"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."}}