{"id":"W2398129597","doi":"10.1016/j.micron.2007.10.003","title":"","year":2007,"lang":"en","type":"article","venue":"Micron","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Materials science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003435713,0.0007873343,0.0006356473,0.001531796,0.001472689,0.002435349,0.0005092786,0.000844043,0.3455612],"category_scores_gemma":[0.0006653693,0.0004091817,0.0003473759,0.0008411478,0.0006934019,0.0009036509,0.00142731,0.0009055341,0.2358113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009784409,"about_ca_system_score_gemma":0.0008558423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365442,"about_ca_topic_score_gemma":0.003746752,"domain_scores_codex":[0.9997165,0.00001504731,0.00000879734,0.00005261175,0.0001593317,0.0000476774],"domain_scores_gemma":[0.9997912,0.00001749173,0.0000105107,0.00006405287,0.00007163415,0.00004511606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002871594,0.00009024685,0.001190045,0.0003900783,0.00003402496,0.0002658398,0.0002112654,0.0002723132,0.02647695,0.07602517,0.5774989,0.317258],"study_design_scores_gemma":[0.000007516044,0.00003148743,0.0008016973,0.00003929621,0.00001389595,0.0002528158,0.00007332549,0.000155585,0.009088355,0.005053332,0.9844786,0.000004124867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00566703,0.003307664,0.002666959,0.002285536,0.001983044,0.00002903878,0.000904142,0.001425942,0.9817306],"genre_scores_gemma":[0.02438748,0.002545863,0.002927731,0.000421451,0.0001610632,0.0000162874,0.001270892,0.0002559834,0.9680132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6544387,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008311857900578734,"score_gpt":0.26292763579273,"score_spread":0.2546157778921513,"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."}}