{"id":"W7132228376","doi":"","title":"Analysis of Zeolites using laser-induced breakdown spectroscopy (LIBS)","year":2007,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laser-induced breakdown spectroscopy; Spectroscopy; Analytical Chemistry (journal); Electric breakdown; Infrared spectroscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001940741,0.0002149418,0.0002093147,0.001002065,0.0004960648,0.0005763252,0.0002285226,0.0002331399,0.00407298],"category_scores_gemma":[0.0004029812,0.0001344517,0.00015586,0.0006664091,0.0001881265,0.0004409418,0.0001944511,0.0004043283,0.001228519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022498,"about_ca_system_score_gemma":0.0004054526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295459,"about_ca_topic_score_gemma":0.005590543,"domain_scores_codex":[0.9998654,0.00001078691,0.000009810064,0.0000168063,0.00007705374,0.00002022944],"domain_scores_gemma":[0.9998409,0.00002999473,0.00001809955,0.00001803766,0.00007655063,0.00001645791],"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":[0.0001040651,0.00002172473,0.002061082,0.0001403952,0.00001497957,0.00009608064,0.00005022662,0.00009588776,0.9858161,0.00026948,0.0005304127,0.01079955],"study_design_scores_gemma":[0.000005983847,0.00007989168,0.008420293,0.00001911558,0.00001160055,0.0002794078,0.0000821709,0.0006130005,0.9818809,0.0001789498,0.008420036,0.000008653831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324475,0.003333303,0.02686514,0.0002352616,0.0001000939,0.0001890223,0.01196573,0.0004741205,0.02438998],"genre_scores_gemma":[0.9396006,0.004087472,0.0224601,0.00006611697,0.00002153894,0.00008384761,0.009267393,0.0002346649,0.02417825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00407298,"threshold_uncertainty_score":0.0136255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06668359747871656,"score_gpt":0.3637790396704906,"score_spread":0.297095442191774,"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."}}