{"id":"W2016216868","doi":"10.1038/nmat3032","title":"Green energy from a blue polymer","year":2011,"lang":"en","type":"letter","venue":"Nature Materials","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Polymer; Thermoelectric effect; Doping; Thermal; Electric potential energy; Thermoelectric materials; Thermal energy; Engineering physics; Thermal conductivity; Energy harvesting; Composite material; Energy (signal processing); Nanotechnology; Optoelectronics; Thermodynamics; Physics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003033237,0.0009595794,0.001457039,0.0002125139,0.0001710827,0.0003834186,0.001408784,0.004142716,0.05359011],"category_scores_gemma":[0.00004719312,0.0007671792,0.0001840607,0.000169129,0.0001458693,0.0002838843,0.0003534021,0.001044043,0.001457509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008375398,"about_ca_system_score_gemma":0.0001259549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008116504,"about_ca_topic_score_gemma":0.0000485432,"domain_scores_codex":[0.9954682,0.0004975863,0.0009261996,0.001334016,0.0007261875,0.001047806],"domain_scores_gemma":[0.9973744,0.0001904167,0.0009189859,0.001246518,0.0001490829,0.0001206536],"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":[0.00008917532,0.00001583258,2.547343e-7,0.00008057391,0.00004386264,0.0002848973,0.00006212077,3.99206e-8,0.6346546,0.0003666583,0.3641045,0.0002973739],"study_design_scores_gemma":[0.0001752168,0.00003751166,0.0000046042,0.00007749698,0.00007268234,0.00001680449,0.000001968176,1.166269e-7,0.546009,0.003484109,0.4495964,0.000524063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.447671,0.05442151,0.001060443,0.3419644,0.0871943,0.002683572,0.03656625,0.004418228,0.0240203],"genre_scores_gemma":[0.08841174,0.0002457726,0.0008668547,0.8617384,0.03307102,0.0002221886,0.002757033,0.00040106,0.01228586],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5197741,"threshold_uncertainty_score":0.9994779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008243191126588993,"score_gpt":0.2228969377241069,"score_spread":0.2146537465975179,"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."}}