{"id":"W2380932463","doi":"","title":"Synthesis, Structure and Properties of Fe3O4 Nanofluids with Liquid–like Behavior","year":2011,"lang":"en","type":"article","venue":"Cailiao yanjiu xuebao","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Nanofluid; Materials science; Pulmonary surfactant; Nanoparticle; Chemical engineering; Modulus; Shear modulus; Ion; Composite material; Layer (electronics); Shear (geology); Nanotechnology; Organic chemistry; Chemistry","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":[0.00005621633,0.0002631962,0.0003361982,0.0001028595,0.00005849347,0.0000178942,0.0001601909,0.0001641133,0.0003007093],"category_scores_gemma":[0.000006297642,0.0001959609,0.00005145656,0.0001328579,0.0001606664,0.0002046794,0.00001928136,0.0001567347,0.00001077116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573752,"about_ca_system_score_gemma":0.0000330668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000802755,"about_ca_topic_score_gemma":0.00006675977,"domain_scores_codex":[0.9990142,0.00001664234,0.0002515744,0.0002301083,0.000173794,0.0003137015],"domain_scores_gemma":[0.9994591,0.00001318737,0.00001253678,0.0003194629,0.0000732824,0.0001224642],"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":[0.0002413099,0.00006519498,0.004548802,0.0005386372,0.0001114278,0.00002980424,0.002183877,0.00001419653,0.9896706,0.0004362545,0.0004655947,0.001694294],"study_design_scores_gemma":[0.0003185247,0.0002247969,0.004778098,0.0001759181,0.0001496054,0.00004061979,0.0001185657,0.0000538035,0.9923903,0.000008748912,0.001419911,0.0003211121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946533,0.00324306,0.0001912296,0.000009111427,0.0001911221,0.0002884112,0.00004009003,0.0001853814,0.001198272],"genre_scores_gemma":[0.9986801,0.0002627997,0.0006257048,0.00002257674,0.00004303519,0.00005815682,0.000002603947,0.00006758374,0.0002375069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00402671,"threshold_uncertainty_score":0.7991054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640101405647785,"score_gpt":0.1722000947005485,"score_spread":0.1557990806440706,"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."}}