{"id":"W2081381811","doi":"10.1002/macp.200400510","title":"Vacuum Ultraviolet Photolysis of Hydrocarbon Polymers","year":2005,"lang":"en","type":"article","venue":"Macromolecular Chemistry and Physics","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Polystyrene; Polymer; Photochemistry; Irradiation; Materials science; Methyl methacrylate; Excimer; Double bond; Xenon; Polymer chemistry; Chemistry; Analytical Chemistry (journal); Polymerization; Fluorescence; Organic chemistry; Composite material; Optics","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":[0.00008933755,0.000130999,0.0001807234,0.000003774296,0.00006089448,0.0000231954,0.000139182,0.00006297094,0.0004386336],"category_scores_gemma":[0.000007665081,0.0001316808,0.00007131585,0.0001037689,0.0001265952,0.00005391192,0.00003423933,0.00007283384,0.00001856218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001384111,"about_ca_system_score_gemma":0.00002258493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003230463,"about_ca_topic_score_gemma":3.146815e-7,"domain_scores_codex":[0.9992114,0.00002403683,0.0001782762,0.0002485673,0.0001704491,0.0001672663],"domain_scores_gemma":[0.9995229,0.00001760875,0.00007050682,0.0002779202,0.00003019975,0.00008084723],"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":[0.00001266539,0.00007317524,0.000105212,0.00003531194,0.00000919804,0.000002354216,0.0002079704,0.00006265484,0.9978324,0.00003850608,0.00001418167,0.001606366],"study_design_scores_gemma":[0.000225671,0.000007608705,0.00005832981,0.00001054559,0.0000231636,0.000007022794,0.00004817854,0.001676456,0.9971718,0.0001371958,0.0004895687,0.0001445158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950656,0.0002327124,0.001306675,0.00008475647,0.00002232229,0.00004755246,0.00002935305,0.00003145115,0.003179563],"genre_scores_gemma":[0.9988648,0.00002540685,0.0006933968,0.0001054116,0.00005455679,0.000005417705,0.00001845582,0.00001155874,0.0002210412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00379914,"threshold_uncertainty_score":0.5369787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006471353944742428,"score_gpt":0.2119127972554012,"score_spread":0.2054414433106588,"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."}}