{"id":"W2605562228","doi":"10.1002/pc.24383","title":"Mechanical and morphological properties of cellulose nanocrystal‐polypropylene composites","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Materials science; Composite material; Ultimate tensile strength; Polypropylene; Extrusion; Rheology; Modulus; Cellulose; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002636423,0.0002636989,0.000511845,0.00006983578,0.0006978378,0.0001877962,0.0006883207,0.00008408148,0.0001346103],"category_scores_gemma":[0.0001547179,0.0001884342,0.00008297877,0.0000479466,0.001418891,0.000334323,0.0011898,0.0001530296,0.00004840128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310607,"about_ca_system_score_gemma":0.00002779375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045239,"about_ca_topic_score_gemma":0.000007741918,"domain_scores_codex":[0.9980841,0.0001257896,0.0003714908,0.0004862861,0.0004299968,0.0005023271],"domain_scores_gemma":[0.9986274,0.0001465933,0.0002640194,0.0006723971,0.0001153062,0.0001743446],"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":[0.0001604986,0.0001483341,0.001679454,0.0001036702,0.00002873149,0.00003928493,0.0001326803,0.000001753962,0.9952082,0.001928964,0.00004079032,0.0005276591],"study_design_scores_gemma":[0.0004392684,0.0002198822,0.00132681,0.0001040818,0.00002886148,0.00004065018,0.00005337713,0.0002764566,0.9967697,0.0004346207,0.00007205555,0.0002342026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862697,0.01148785,0.0004212758,0.0006815977,0.0001324498,0.0002563988,0.00002790758,0.00008093641,0.0006418534],"genre_scores_gemma":[0.9958557,0.0002136835,0.003262909,0.00004190913,0.00007303861,0.00003126663,0.000002927306,0.00002287706,0.0004956442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127417,"threshold_uncertainty_score":0.7684124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777633868308457,"score_gpt":0.2783900321389203,"score_spread":0.2406136934558358,"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."}}