{"id":"W2986717660","doi":"10.3390/molecules24224026","title":"Injection Molded Novel Biocomposites from Polypropylene and Sustainable Biocarbon","year":2019,"lang":"en","type":"article","venue":"Molecules","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Materials science; Composite material; Polypropylene; Talc; Thermal expansion; Compounding; Composite number; Molding (decorative); Extrusion; Rheology; Polymer","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":[0.00009397642,0.0001710739,0.0001863122,0.0001093784,0.0001007793,0.0001798499,0.000182703,0.00008885498,0.0001078843],"category_scores_gemma":[0.00001844284,0.0001485651,0.00003714289,0.0001666954,0.00005486662,0.0002483546,0.0002211873,0.00008990735,0.0001595319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004723694,"about_ca_system_score_gemma":0.0000212534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414007,"about_ca_topic_score_gemma":0.000004244643,"domain_scores_codex":[0.9988943,0.00002991359,0.0001715495,0.0003640367,0.0001878119,0.0003524176],"domain_scores_gemma":[0.9994611,0.00005734127,0.00007563634,0.0002691018,0.00006389253,0.00007293781],"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":[0.00004730661,0.00001474618,0.0008325554,0.00002354858,0.000008457509,0.000005082451,0.0000674558,0.0001253593,0.9945491,0.00415872,0.00003213489,0.0001355467],"study_design_scores_gemma":[0.000442442,0.0001401924,0.00245197,0.00002732209,0.00001447914,0.00001492805,0.00007406227,0.001352704,0.9935423,0.001441147,0.0002808998,0.0002175349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962816,0.0006794391,0.0009789589,0.000164237,0.0001751973,0.000311511,0.00001746644,0.0001469569,0.001244624],"genre_scores_gemma":[0.9920747,0.000006508121,0.006679005,0.000155458,0.00004999461,0.0000107304,0.00002455938,0.00002089799,0.0009781925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005700046,"threshold_uncertainty_score":0.605831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004635490873191199,"score_gpt":0.2019756024218329,"score_spread":0.1973401115486416,"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."}}