{"id":"W7054621931","doi":"","title":"Advanced materials research: preface.","year":2010,"lang":"en","type":"other","venue":"The Australian Nuclear Science and Technology Organisation Institutional Repository (The Australian Nuclear Science and Technology Organisation)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Triacetin; Emperipolesis; Fusible alloy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001363684,0.001050819,0.000698668,0.002460677,0.0007029122,0.001695761,0.001194955,0.001210838,0.1020378],"category_scores_gemma":[0.001597101,0.0004392519,0.0004672218,0.002213557,0.0004482844,0.002771903,0.001308041,0.002045944,0.1058751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089207,"about_ca_system_score_gemma":0.00121776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035759,"about_ca_topic_score_gemma":0.001786837,"domain_scores_codex":[0.9995721,0.00003748416,0.00003324265,0.00006794104,0.0002515009,0.00003765557],"domain_scores_gemma":[0.9986852,0.0001261287,0.00005680148,0.0001487801,0.0007805628,0.0002025849],"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":[0.00006363652,0.00008174645,0.0001067748,0.001645163,0.000008696077,0.0000518386,0.00006327107,0.0002887231,0.002736543,0.007252301,0.7305161,0.2571852],"study_design_scores_gemma":[0.00000234136,0.000028691,0.0002314409,0.0001724342,0.000002367075,0.00008899156,0.00002130256,0.00003107917,0.0005680998,0.003024663,0.9958242,0.000004455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002714864,0.3891905,0.0169036,0.01721024,0.1338706,0.0006519176,0.007024989,0.00137429,0.431059],"genre_scores_gemma":[0.009786257,0.197947,0.009135518,0.004439204,0.02704873,0.0003765278,0.00691826,0.0009756715,0.7433729],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1020378,"threshold_uncertainty_score":0.3413504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125749738105728,"score_gpt":0.2603436122570454,"score_spread":0.2390861148759881,"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."}}