{"id":"W1963905539","doi":"10.1016/j.eurpolymj.2008.06.037","title":"Robert Simha: Pioneer in polymer physics (1912–2008)","year":2008,"lang":"en","type":"article","venue":"European Polymer Journal","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Polymer science; Physics; Polymer; Philosophy; Chemistry; Nuclear magnetic resonance","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001792419,0.0002979195,0.0002535288,0.00005779993,0.0003877557,0.00003509884,0.0004572479,0.00006936385,0.004099709],"category_scores_gemma":[0.00003511578,0.00029612,0.0001632945,0.0001677148,0.000173428,0.0002801412,0.00009696557,0.001036681,0.0004188814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454086,"about_ca_system_score_gemma":0.00008922122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000535136,"about_ca_topic_score_gemma":7.099933e-7,"domain_scores_codex":[0.9981388,0.00007700858,0.0005414424,0.0003232209,0.0003988929,0.0005206715],"domain_scores_gemma":[0.9990357,0.00003906897,0.0002312853,0.0003906412,0.00004097372,0.0002623105],"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":[0.0001549786,0.0009761023,0.01349678,0.00008487423,0.0001695658,0.0063155,0.003212088,0.0001378552,0.900123,0.0001242935,0.03714198,0.03806296],"study_design_scores_gemma":[0.001930411,0.00001889242,0.0003467814,0.0001799738,0.00002655904,0.00194522,0.0001455925,0.00002485985,0.8427795,0.00003428406,0.1519426,0.0006252575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4499469,0.0162682,0.0004918851,0.0002021351,0.0007501652,0.00003075264,0.00002176857,0.0001139326,0.5321742],"genre_scores_gemma":[0.8923636,0.0003153514,0.0001435945,0.0005316553,0.002224289,0.000001700873,0.00001396631,0.00009842619,0.1043074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4424167,"threshold_uncertainty_score":0.9999491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603781561608786,"score_gpt":0.2283775174064114,"score_spread":0.2123397017903236,"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."}}