{"id":"W4220886153","doi":"10.1007/s10570-022-04518-5","title":"Grafted maleic acid copolymer giving thermosetting kraft pulp","year":2022,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canfor Pulp Products (Canada); McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curing (chemistry); Pulp (tooth); Maleic anhydride; Succinic anhydride; Materials science; Thermosetting polymer; Ultimate tensile strength; Succinic acid; Polymer chemistry; Kraft process; Softwood; Composite material; Copolymer; Chemistry; Kraft paper; Organic chemistry; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009154329,0.0002806199,0.0003296664,0.0001417829,0.001112742,0.00008802177,0.000709728,0.00004277533,0.01117634],"category_scores_gemma":[0.0001894959,0.0002691596,0.0001192755,0.0004998483,0.0002547871,0.0002439224,0.001392811,0.0004346682,0.0006828231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999241,"about_ca_system_score_gemma":0.00009980179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005466501,"about_ca_topic_score_gemma":0.000007585687,"domain_scores_codex":[0.9967496,0.0003675612,0.0003799912,0.0006526641,0.0008815489,0.0009686332],"domain_scores_gemma":[0.9987454,0.0002346965,0.000174937,0.0005886992,0.00007414215,0.000182111],"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":[0.0000342366,0.00009406934,0.0004215529,0.00004868546,0.00001718955,0.0001582959,0.0009061173,0.0001023668,0.9939687,0.0003382294,0.00146362,0.00244698],"study_design_scores_gemma":[0.0004930028,0.0001294408,0.0003051004,0.00001723689,0.00001645,0.00003187728,0.001346595,0.0003744202,0.9716931,0.000794394,0.02438896,0.0004094412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856179,0.005251231,0.0009216162,0.0004813869,0.0007004617,0.0004274796,0.00007487863,0.0003360595,0.00618898],"genre_scores_gemma":[0.9851586,0.00004347642,0.001091272,0.0002144764,0.0001818353,0.0002481816,0.00002078797,0.00006296889,0.01297844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02292534,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175326578751124,"score_gpt":0.2660524422818217,"score_spread":0.2485197844067093,"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."}}