{"id":"W2948375585","doi":"","title":"Synthesis of New Hybrid Mineral / Renewable Sol-Gel Matrices by Inter-Cross-Linking Siloxane Based Polymers with Polysaccharides","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Siloxane; Materials science; Sol-gel; Polymer; Hybrid material; Silane; Chemical engineering; Self-healing hydrogels; Ternary operation; Aqueous solution; Organic chemistry; Composite material; Nanotechnology; Polymer chemistry; Chemistry; Computer science","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":[0.002916251,0.0005279193,0.0007253407,0.000194244,0.0002729563,0.0006531883,0.00204942,0.00036961,0.001082072],"category_scores_gemma":[0.001075643,0.0005021099,0.0002483282,0.0002435279,0.0005583248,0.000234073,0.0009017481,0.0006515392,0.00002269918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009104755,"about_ca_system_score_gemma":0.000809541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438165,"about_ca_topic_score_gemma":0.001509753,"domain_scores_codex":[0.9959314,0.0009613388,0.0008344196,0.001088364,0.0006271455,0.0005572863],"domain_scores_gemma":[0.9935586,0.001481927,0.001143522,0.002411336,0.001092879,0.0003117423],"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":[0.00006206121,0.000273421,0.00308988,0.0003450957,0.00004273976,0.000005667118,0.0008499838,0.0001100589,0.9901804,0.00007698066,0.001263584,0.003700118],"study_design_scores_gemma":[0.0004475638,9.305866e-7,0.0001590434,0.001944446,0.00008904889,0.00001438329,0.00008265706,0.001436342,0.9942218,0.0002052655,0.0008943643,0.0005041435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789458,0.001165213,0.01138003,0.001938831,0.0002548822,0.0002791901,0.0003089321,0.0002219519,0.005505164],"genre_scores_gemma":[0.9659545,0.0001167907,0.0236716,0.00008420187,0.00005349542,0.00005332465,0.0003349222,0.00007478155,0.009656332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299125,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029289060498305,"score_gpt":0.2269077456229064,"score_spread":0.2166148550179234,"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."}}