{"id":"W2279660364","doi":"10.1002/ange.201506663","title":"Poly(<i>N</i>‐isopropylacrylamid)‐Phasendiagramme: 50 Jahre Forschung","year":2015,"lang":"de","type":"article","venue":"Angewandte Chemie","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Tekes; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Humanities; Philosophy; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005701383,0.000745654,0.0006053062,0.0001103312,0.0002409154,0.0001689767,0.0008690245,0.0008311234,0.0001209111],"category_scores_gemma":[0.0004060924,0.00074152,0.0003908433,0.0003491162,0.0004885285,0.00002649798,0.0003887529,0.0004138574,0.001107354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871352,"about_ca_system_score_gemma":0.0005584744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003526823,"about_ca_topic_score_gemma":0.0000815185,"domain_scores_codex":[0.9962476,0.00009595367,0.0007349266,0.001249429,0.0005280898,0.001144019],"domain_scores_gemma":[0.9967396,0.00003392232,0.0003302706,0.00170418,0.0003458138,0.0008462189],"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":[0.0002655297,0.0004960323,0.0008712327,0.000135746,0.0005637538,0.00002769859,0.0004690629,0.000006433024,0.9064814,0.00006670634,0.07759017,0.01302625],"study_design_scores_gemma":[0.0008095799,0.0001674208,0.00001935586,0.00003648772,0.000189727,0.00002389307,0.0001834594,0.00001079851,0.5586026,0.0001624536,0.4392625,0.0005317295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4581215,0.4701751,0.002996248,0.007320566,0.002842514,0.002798247,0.001185534,0.00045707,0.05410323],"genre_scores_gemma":[0.9818842,0.003569392,0.001299745,0.001296981,0.003092218,0.000341804,0.001187625,0.000212329,0.007115718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5237626,"threshold_uncertainty_score":0.9996704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666151564951231,"score_gpt":0.2562496327522827,"score_spread":0.2295881171027704,"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."}}