{"id":"W4244071822","doi":"10.1002/macp.201290048","title":"Macromol. Chem. Phys. 16/2012","year":2012,"lang":"en","type":"article","venue":"Macromolecular Chemistry and Physics","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Citation; Polymer science; Computer science; Chemistry; Polymer chemistry; World Wide Web","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"],"consensus_categories":[],"category_scores_codex":[0.00004985724,0.0002383565,0.0001689182,0.000005465375,0.00009125855,0.00004030544,0.00010025,0.0001166879,0.0002465615],"category_scores_gemma":[0.000005285238,0.0002481434,0.0000909147,0.0001430449,0.00005811416,0.0001345264,0.00004873682,0.0002087384,0.00002593402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002918245,"about_ca_system_score_gemma":0.000006835517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003237479,"about_ca_topic_score_gemma":1.66834e-7,"domain_scores_codex":[0.9991872,0.00001007199,0.0001302188,0.0001648501,0.000113637,0.0003940571],"domain_scores_gemma":[0.9994762,0.000009093887,0.00002392162,0.0002870944,0.00002058252,0.0001831331],"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":[0.00000440117,0.00004046494,0.0001941013,0.0002080448,0.00008671058,0.000006840854,0.00009576092,0.00009811167,0.9757787,0.0003660602,0.002042441,0.02107834],"study_design_scores_gemma":[0.000236044,0.000005287357,0.0002032429,0.00001417669,0.00004355999,0.000073209,0.00001770792,0.0004606189,0.9474909,0.0007712124,0.05034655,0.0003375079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067959,0.007036262,0.03636857,0.00002976821,0.0004432309,0.0001562038,0.00004936455,0.000377503,0.04874317],"genre_scores_gemma":[0.9981267,0.00009492392,0.000622362,0.00006721698,0.0004701009,0.00001558294,0.00006918407,0.00005032978,0.0004835862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09133078,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004015403477169621,"score_gpt":0.1836480944164975,"score_spread":0.1796326909393279,"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."}}