{"id":"W2171452692","doi":"","title":"Modeling of Heat Conduction in Hybrid Nanodispersions","year":2014,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322335,0.0002272079,0.0004199231,0.0002467176,0.0001137116,0.00007789713,0.0004733242,0.0001329334,0.0003328399],"category_scores_gemma":[0.0002944356,0.0002107095,0.00009130988,0.0001337121,0.0001074031,0.000439287,0.0002025327,0.0001556837,0.0000821171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170581,"about_ca_system_score_gemma":0.00008169132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880101,"about_ca_topic_score_gemma":0.0006516789,"domain_scores_codex":[0.9979407,0.0002678565,0.0006124467,0.0003711645,0.0002879772,0.0005198325],"domain_scores_gemma":[0.9989665,0.0000545774,0.000109059,0.0006385151,0.00009267696,0.0001386519],"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":[0.0001068573,0.00009091761,0.000662738,0.00003617586,0.000003465787,0.000003511072,0.0001267565,0.1064335,0.8899055,0.002019878,0.0001022079,0.0005084029],"study_design_scores_gemma":[0.0003978172,0.00009323856,0.0005368313,0.00009042738,0.00001056048,0.00003453674,0.00009893519,0.3342334,0.663398,0.0007146419,0.0001550875,0.0002365351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919003,0.0002391102,0.07868291,0.0007420073,0.0002656805,0.0003682303,0.00002976979,0.0002602814,0.0004090319],"genre_scores_gemma":[0.9858597,0.00003367809,0.01335735,0.0003941234,0.00008905269,0.0001093757,0.000008602736,0.00004491221,0.0001032312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277999,"threshold_uncertainty_score":0.9877329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578005923267236,"score_gpt":0.2238093596722663,"score_spread":0.2080293004395939,"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."}}