{"id":"W4317566614","doi":"","title":"The control of hydroxyl density on glass particulates surface: Application to anionic polymerization of polyamide 6","year":2021,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Polyamide; Particulates; Polymerization; Chemical engineering; Polymer chemistry; Materials science; Anionic addition polymerization; Polymer; Chemistry; Composite material; Organic chemistry; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002705143,0.0004087477,0.0009294371,0.0001421986,0.00048766,0.0000682245,0.002224537,0.0001992039,0.0001330859],"category_scores_gemma":[0.00009118668,0.000435234,0.000383167,0.0003263697,0.0005270737,0.0001316113,0.002162674,0.0004879442,0.00000864279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024982,"about_ca_system_score_gemma":0.0004115681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008096625,"about_ca_topic_score_gemma":0.002031331,"domain_scores_codex":[0.9973833,0.0002258473,0.0006978954,0.00082874,0.000485583,0.0003786282],"domain_scores_gemma":[0.9958633,0.0005024545,0.001378439,0.001785331,0.0002487845,0.0002217157],"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":[0.0008066787,0.0006159606,0.001659613,0.0003098854,0.0005092556,0.000006503062,0.003041147,0.007987966,0.9674823,0.01231651,0.0006567121,0.004607417],"study_design_scores_gemma":[0.002108594,0.0002981907,0.007872316,0.001050003,0.0005850989,0.000007382614,0.003127901,0.06198271,0.911447,0.007256254,0.00320416,0.001060341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.710552,0.00008036537,0.2781753,0.0008812272,0.00006425296,0.001637972,0.002268718,0.0001058297,0.006234393],"genre_scores_gemma":[0.9921898,0.0004687973,0.005754112,0.00008956373,0.00002645534,0.00001983378,0.0007982687,0.00005696157,0.0005961683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2816378,"threshold_uncertainty_score":0.9998099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008385134580883196,"score_gpt":0.2278292925504076,"score_spread":0.2194441579695244,"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."}}