{"id":"W39231116","doi":"10.1371/journal.pone.0308461","title":"Synthèses et Caractérisations de Dispersions de Polymères dans un Solvant Organique Polymérisable","year":2005,"lang":"en","type":"dissertation","venue":"PLoS ONE","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polymer chemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004703722,0.0005965846,0.0003556345,0.0006966156,0.0004122468,0.0005750514,0.0002225275,0.0005210866,0.002760918],"category_scores_gemma":[0.00119938,0.0003924007,0.0005198868,0.0005810958,0.0004953454,0.0008902874,0.0002924505,0.0008389018,0.0004948775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659434,"about_ca_system_score_gemma":0.0003456275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120044,"about_ca_topic_score_gemma":0.002192098,"domain_scores_codex":[0.9995835,0.00005028186,0.00002953805,0.0001601278,0.0000959772,0.00008056119],"domain_scores_gemma":[0.9993309,0.0002913233,0.00014813,0.00003593246,0.0001190295,0.00007486226],"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":[0.0001243529,0.0000278937,0.0004679357,0.000153371,0.00002570933,0.0001129595,0.0001944061,0.000389804,0.9896687,0.0001245001,0.00003919382,0.008671167],"study_design_scores_gemma":[0.00001735883,0.0003989775,0.00314273,0.00002947108,0.00004251509,0.0000739932,0.00009872946,0.001191868,0.9915646,0.00004672763,0.003372403,0.00002055519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979455,0.002448957,0.01436191,0.00009781143,0.0000726929,0.00009815334,0.000508245,0.0001524606,0.002804863],"genre_scores_gemma":[0.9696009,0.003216537,0.01986922,0.00006356378,0.00004287536,0.0001428714,0.000842311,0.0001189705,0.00610269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002760918,"threshold_uncertainty_score":0.009236217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015834523634361,"score_gpt":0.2361514424701668,"score_spread":0.2203169188358058,"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."}}