{"id":"W4251148210","doi":"10.1002/masy.200990026","title":"Macromol. Symp. 285","year":2009,"lang":"en","type":"article","venue":"Macromolecular Symposia","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Polymer science","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":[0.0004422427,0.001343976,0.0008167431,0.001527722,0.001110915,0.001380063,0.001161973,0.001104381,0.2120372],"category_scores_gemma":[0.0006234771,0.0006478903,0.0006769094,0.001040107,0.0002200486,0.001368839,0.001169291,0.001693545,0.2385723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008362963,"about_ca_system_score_gemma":0.0007024117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455972,"about_ca_topic_score_gemma":0.003991067,"domain_scores_codex":[0.9995626,0.00003575734,0.00002348725,0.00009739021,0.0002270839,0.00005364235],"domain_scores_gemma":[0.9997583,0.00002893534,0.00001789799,0.00004265118,0.0001054261,0.00004680975],"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":[0.0002483331,0.0001387691,0.0004209011,0.000650104,0.00005305506,0.0002542411,0.00007937339,0.0006610792,0.04306811,0.006800432,0.6398125,0.3078132],"study_design_scores_gemma":[0.00001632208,0.00002155259,0.0003949048,0.00004526614,0.00001659449,0.0002329254,0.0000203106,0.000563586,0.008949237,0.001234088,0.9884945,0.00001086821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01184236,0.122545,0.06190426,0.0127143,0.02254491,0.0005565119,0.01722811,0.007825322,0.7428394],"genre_scores_gemma":[0.03062043,0.03549817,0.02648086,0.002455956,0.001608699,0.0005094537,0.01838347,0.001170682,0.8832723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2120372,"threshold_uncertainty_score":0.709335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001800118682464443,"score_gpt":0.1672042097960354,"score_spread":0.165404091113571,"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."}}