{"id":"W2106843932","doi":"10.1002/pi.1451","title":"Synthesis of poly(arylene disulfide)–vermiculite nanocomposites via <i>in situ</i> ring‐opening polymerization of macrocyclic oligomers","year":2004,"lang":"en","type":"article","venue":"Polymer International","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nanocomposite; Arylene; Materials science; Glass transition; Polymer; Polymerization; Polymer chemistry; Chemical engineering; Thermogravimetric analysis; In situ polymerization; Dynamic mechanical analysis; Composite material; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001892056,0.0002404308,0.0004019945,0.0003550698,0.00006948375,0.00004760239,0.0006246524,0.00008338319,0.0003057395],"category_scores_gemma":[0.00003184958,0.0002241816,0.0001487069,0.0002959558,0.000205246,0.0004728409,0.000189963,0.00008919661,0.00003909426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008612491,"about_ca_system_score_gemma":0.00006748218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501837,"about_ca_topic_score_gemma":0.00007020023,"domain_scores_codex":[0.9979241,0.00007091311,0.0007930413,0.0003659287,0.0005069898,0.0003389521],"domain_scores_gemma":[0.9990487,0.0001251463,0.0004129027,0.0002556463,0.00007342397,0.00008416095],"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":[0.0001873235,0.0001878765,0.006439018,0.00003834018,0.00004428027,0.00000606016,0.000512136,0.0001658193,0.985118,0.001173727,0.000003695597,0.006123758],"study_design_scores_gemma":[0.0006956315,0.00004994922,0.00465712,0.0002644307,0.00003027311,0.00002774247,0.00005716187,0.0001067994,0.9936838,0.0001161667,0.00007803786,0.0002329319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894574,0.004177743,0.001043672,0.000515791,0.000540845,0.0001609882,0.0001357428,0.00004540649,0.003922428],"genre_scores_gemma":[0.9983944,0.00009051238,0.001038001,0.0001343531,0.00008655185,0.00003200147,0.00003808315,0.0000300645,0.0001559848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008937065,"threshold_uncertainty_score":0.9141861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008056470093296663,"score_gpt":0.231441565766862,"score_spread":0.2233850956735654,"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."}}