{"id":"W4255401949","doi":"10.2523/86548-ms","title":"Characterization of Crosslinked Gel Kinetics and Gel Strength Using NMR","year":2004,"lang":"en","type":"article","venue":"","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Exhibition; Citation; Computer science; Kinetics; Library science; Chemistry; Polymer science; Art; Art history; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001578566,0.00005924514,0.00007560263,0.00001815017,0.00005281379,0.00001628899,0.00003917377,0.00001652917,0.00009655155],"category_scores_gemma":[5.433243e-7,0.00005577101,0.00001934489,0.00007104791,0.00003697841,0.00006209127,0.00001867151,0.00003743664,0.000002994314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007331715,"about_ca_system_score_gemma":0.00001847727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267966,"about_ca_topic_score_gemma":0.00000271638,"domain_scores_codex":[0.9996555,0.000003323954,0.0001209653,0.00009429952,0.00004292618,0.00008296024],"domain_scores_gemma":[0.9997787,0.000005492137,0.00006278642,0.00009720472,0.00002654636,0.0000292155],"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":[0.000001965079,0.00007272958,0.005973062,0.000003749388,0.000008524889,2.589188e-8,0.000074839,0.00005252132,0.8916109,0.1012674,7.515026e-7,0.0009334666],"study_design_scores_gemma":[0.0006022533,0.00003533026,0.03439626,0.00001665357,0.00002543724,4.532462e-7,0.00009819284,0.001239367,0.953739,0.009171857,0.0005428284,0.0001323105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064724,0.000002826769,0.0917705,0.00008349316,0.00001196772,0.00008136595,0.00002644113,0.00001054319,0.001540474],"genre_scores_gemma":[0.9946199,0.000001880959,0.005085465,0.00001461174,0.0001104891,0.000004078478,0.00004390652,0.000006381604,0.0001132602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09209558,"threshold_uncertainty_score":0.2274276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224524184665464,"score_gpt":0.3071713850006615,"score_spread":0.2949261431540068,"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."}}