{"id":"W2131627332","doi":"10.1002/polb.21006","title":"Ellipsometry as a probe of crystallization kinetics in thin diblock copolymer films","year":2006,"lang":"en","type":"article","venue":"Journal of Polymer Science Part B Polymer Physics","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ellipsometry; Materials science; Crystallization; Copolymer; Differential scanning calorimetry; Ethylene oxide; Kinetics; Thin film; Refractive index; Polymer chemistry; Oxide; Chemical engineering; Analytical Chemistry (journal); Thermodynamics; Composite material; Polymer; Chemistry; Nanotechnology; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001295481,0.0004987436,0.0009010556,0.000898387,0.0002341158,0.0002399561,0.001725983,0.0001784919,0.000322023],"category_scores_gemma":[0.00009855583,0.000445316,0.0002800001,0.003977442,0.001240333,0.001760486,0.0002587742,0.0004171065,0.00006940014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632902,"about_ca_system_score_gemma":0.001219568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007201274,"about_ca_topic_score_gemma":0.00003752523,"domain_scores_codex":[0.9935851,0.0002040387,0.001981507,0.0006404195,0.00250615,0.001082808],"domain_scores_gemma":[0.9961579,0.0001925523,0.001957848,0.0007706924,0.0005809877,0.0003399736],"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":[0.0000816615,0.00096273,0.002225362,0.00004239552,0.00001472254,0.00002138953,0.0005614772,0.0001892835,0.9895573,0.005171436,0.0004925078,0.0006796998],"study_design_scores_gemma":[0.0009545806,0.0004382852,0.0004754099,0.0002154354,0.00007518307,0.000106514,0.0002684166,0.0004270762,0.9954185,0.001070067,0.0000894906,0.0004609803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768639,0.01274823,0.005385727,0.0004084332,0.00182423,0.0002701944,0.00002967739,0.00005107078,0.002418546],"genre_scores_gemma":[0.997734,0.00005079426,0.0005755011,0.0002065689,0.0006332488,0.000009734492,0.000003243773,0.00006009823,0.0007267731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02087015,"threshold_uncertainty_score":0.9997998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001128647966365,"score_gpt":0.2497093193875129,"score_spread":0.2396980329078492,"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."}}