{"id":"W1504803784","doi":"10.1002/9780470035641.ch5","title":"Is SERS Molecule Specific?","year":2006,"lang":"en","type":"other","venue":"","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Molecule; Chemistry; Nanotechnology; Materials science; Organic chemistry","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":["insufficient_payload"],"category_scores_codex":[0.0000266311,0.000308648,0.0002545266,0.00005631494,0.00002552566,0.00005761627,0.0004785568,0.0005861985,0.1787838],"category_scores_gemma":[0.000008339279,0.000305032,0.0001399117,0.00007954094,0.00007297614,0.00001079643,0.0001209684,0.0004299354,0.001271083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016223,"about_ca_system_score_gemma":0.00007939962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006348244,"about_ca_topic_score_gemma":0.00008987766,"domain_scores_codex":[0.9984857,0.000004428854,0.0001656221,0.0004837564,0.0004414717,0.0004190017],"domain_scores_gemma":[0.9988828,0.0000118449,0.00008326208,0.0008692252,0.00002509029,0.000127718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001889298,0.00003485356,0.00007167568,0.0002518982,0.00005556537,0.00005960976,0.000005075945,1.557235e-7,0.01318875,0.00009825005,0.9859168,0.0003154895],"study_design_scores_gemma":[0.0001895115,0.000001741889,6.042407e-7,0.00005972227,0.00000727823,0.000006232268,0.000009875679,0.000007461269,0.1368352,0.00004289469,0.8625544,0.0002850193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002049985,0.0006116728,0.00005461136,0.0001948769,0.00004415696,0.00004941339,0.0001609485,0.0004676915,0.9983962],"genre_scores_gemma":[0.00008120555,0.0001497284,0.0007890858,0.0001028061,0.0009617632,0.0000126329,0.0002460697,0.0006095205,0.9970472],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1775127,"threshold_uncertainty_score":0.9999402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867537757650724,"score_gpt":0.265575041801086,"score_spread":0.2468996642245788,"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."}}