{"id":"W2564948154","doi":"10.1122/1.4971992","title":"On the rheology of Pluronic F127 aqueous solutions","year":2016,"lang":"en","type":"article","venue":"Journal of Rheology","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Icon; Citation; Computer science; Rheology; Information retrieval; World Wide Web; Physics; Thermodynamics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004012087,0.0001010273,0.0003123525,0.00005716979,0.00006823383,0.000003903549,0.0003431929,0.0001497591,0.003979324],"category_scores_gemma":[0.000422306,0.00004771613,0.0001641364,0.00006104634,0.0002399678,0.0000483649,0.0000527364,0.0002125546,0.000052353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005529166,"about_ca_system_score_gemma":0.0001412472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002700996,"about_ca_topic_score_gemma":0.00002919714,"domain_scores_codex":[0.9988783,0.0001011693,0.0005016373,0.00009539522,0.0001641101,0.0002594111],"domain_scores_gemma":[0.9979537,0.001024303,0.0005752693,0.0002426514,0.000145383,0.00005867025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005881324,0.0002706328,0.01164833,0.00003502304,0.0004829209,0.0001102538,0.0002687335,0.000045722,0.4271541,0.5351093,0.01000639,0.01428044],"study_design_scores_gemma":[0.02442252,0.009254022,0.02308633,0.00290554,0.001016225,0.02471805,0.003464566,0.00169721,0.393577,0.1914314,0.3220141,0.002413051],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806815,0.0007905071,0.001163589,0.004207742,0.0005319069,0.00002954599,0.000008751234,0.000008105826,0.01257834],"genre_scores_gemma":[0.9880089,0.0001369218,0.00002302586,0.0001259558,0.0001612317,0.000002074036,1.452833e-7,0.00001000205,0.0115318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3436779,"threshold_uncertainty_score":0.9969312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685383604149241,"score_gpt":0.2209996405317522,"score_spread":0.2041458044902598,"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."}}