{"id":"W2143338183","doi":"10.1007/s00340-009-3650-5","title":"Laser-induced incandescence (LII)","year":2009,"lang":"en","type":"article","venue":"Applied Physics B","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Incandescence; Quantum optics; Materials science; Optics; Laser; Atomic physics; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004723035,0.0004596809,0.0002762775,0.001017647,0.0007936441,0.00070883,0.0009494012,0.0005704301,0.01509908],"category_scores_gemma":[0.0005746547,0.0002646329,0.0002799472,0.0009516625,0.0007024371,0.0007424155,0.0008542463,0.001192461,0.002633052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009305935,"about_ca_system_score_gemma":0.0004892946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006493475,"about_ca_topic_score_gemma":0.0008464894,"domain_scores_codex":[0.9994321,0.00007258142,0.000024729,0.00020747,0.0001684009,0.00009466023],"domain_scores_gemma":[0.9995444,0.0001304301,0.00009893916,0.0001172644,0.00007843066,0.00003056516],"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":[0.0004525921,0.00009575683,0.0008534518,0.0004923561,0.00001482058,0.0003093333,0.0003228457,0.0002342706,0.9581971,0.008791575,0.004935704,0.02530028],"study_design_scores_gemma":[0.0000196718,0.000143986,0.001445998,0.0000342108,0.00001184122,0.0004263473,0.00007481872,0.0005837603,0.9751077,0.0003557361,0.02178082,0.00001514591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7448646,0.008104167,0.05105483,0.001461131,0.0006745214,0.0003453434,0.002580984,0.003562744,0.1873517],"genre_scores_gemma":[0.9347317,0.001662873,0.0173869,0.0003832797,0.00008837158,0.000207912,0.001093148,0.0004146646,0.04403117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01509908,"threshold_uncertainty_score":0.05051142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942641905188946,"score_gpt":0.3117883140329806,"score_spread":0.2823618949810911,"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."}}