{"id":"W4205908306","doi":"10.47749/t/unicamp.2015.945159","title":"Sistemas aquosos bifásicos de polietilenoglicol e sais inorgânicos","year":2015,"lang":"pt","type":"dissertation","venue":"","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Aqueous solution; Polymer; Thermodynamics; Molecule; Hydrogen bond; Chemistry; Monomer; Materials science; Polymer chemistry; Chemical physics; Physical chemistry; Physics; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007562883,0.0003987698,0.0007542572,0.0008159276,0.0007466868,0.001446784,0.000436115,0.0005498705,0.003972751],"category_scores_gemma":[0.001866913,0.0002639485,0.000360226,0.0007680158,0.0006628645,0.001097848,0.0005760457,0.0007226202,0.0009582133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136269,"about_ca_system_score_gemma":0.0005811268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861523,"about_ca_topic_score_gemma":0.002154852,"domain_scores_codex":[0.9996457,0.00004807209,0.00001721082,0.0001138859,0.0001059854,0.00006928384],"domain_scores_gemma":[0.9994354,0.000257558,0.00007648647,0.00006930581,0.0001202858,0.000040986],"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":[0.001493943,0.0007496195,0.02053739,0.001407163,0.0002177621,0.0008916775,0.0007178779,0.1202672,0.4773155,0.1668473,0.008301703,0.201253],"study_design_scores_gemma":[0.00007920284,0.0002838693,0.004160646,0.00004486105,0.00006986688,0.0002726957,0.0002229771,0.6765599,0.270984,0.02416676,0.02309227,0.00006292587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309433,0.002939586,0.1271078,0.0006186262,0.0003300092,0.0001449061,0.0008988619,0.00140577,0.03561112],"genre_scores_gemma":[0.9713464,0.001102149,0.01600383,0.00009476314,0.00003446598,0.0000810263,0.0005824555,0.0001010998,0.0106538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003972751,"threshold_uncertainty_score":0.01329011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302651133008222,"score_gpt":0.2898444212735031,"score_spread":0.2668179099434209,"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."}}