{"id":"W4412641742","doi":"10.1021/acs.iecr.5c01250","title":"Enhancing the Crystallization Behavior of Isotactic Polypropylene via Trace Amounts of Olefinic (Co)polymers","year":2025,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Tacticity; Crystallization; Polymer; TRACE (psycholinguistics); Polypropylene; Chemical engineering; Polymer chemistry; Chemistry; Materials science; Polymer science; Polymerization; 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":[0.0011557,0.0001519712,0.0002520574,0.0001272569,0.0001235891,0.00005831789,0.0005207424,0.0002129848,0.0006880079],"category_scores_gemma":[0.0006971122,0.0001253065,0.00006737637,0.0007418524,0.0002200019,0.0001259962,0.0001203194,0.0004087561,0.000005131683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026149,"about_ca_system_score_gemma":0.0003824721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002170616,"about_ca_topic_score_gemma":0.000002900548,"domain_scores_codex":[0.9980858,0.0001043122,0.0005496128,0.0002540917,0.0006168343,0.000389379],"domain_scores_gemma":[0.9988747,0.00029273,0.0001271576,0.0004130499,0.0002193038,0.00007309854],"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":[0.00006857124,0.00006389429,0.0001535305,0.0001972545,0.00001754199,0.00000135756,0.0001651766,0.0005917069,0.9979149,0.00004890052,0.00005903103,0.0007181526],"study_design_scores_gemma":[0.0004139603,0.00003209366,0.00009794068,0.0002031331,0.00002361134,0.000002625953,0.000189679,0.0005029498,0.9974574,0.000007363233,0.0009659514,0.0001033223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967268,0.0007657814,0.000799254,0.0001565079,0.0002326987,0.0003071398,0.00003057635,0.0000514935,0.0009298092],"genre_scores_gemma":[0.9981896,0.00002776689,0.00002198096,0.000004966829,0.000115838,0.00005175342,0.000009775554,0.00002015167,0.001558119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001462909,"threshold_uncertainty_score":0.7533204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06080091715084965,"score_gpt":0.3332031941764746,"score_spread":0.2724022770256249,"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."}}