{"id":"W7066233388","doi":"","title":"Fundamentals and applications of laser-induced incandescence","year":2009,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incandescence; Visible spectrum; Infrared; Work (physics)","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":[0.0009195173,0.0005569028,0.0004869351,0.002260138,0.0009681166,0.002468471,0.001714863,0.001010518,0.08083662],"category_scores_gemma":[0.001550188,0.0003751495,0.0003115961,0.001955864,0.00116156,0.002001686,0.001196615,0.001258754,0.03068956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232445,"about_ca_system_score_gemma":0.001535038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163318,"about_ca_topic_score_gemma":0.001874336,"domain_scores_codex":[0.9988954,0.0001000477,0.00004080587,0.0001239656,0.0007552474,0.00008452439],"domain_scores_gemma":[0.9991522,0.0001753911,0.00006509125,0.0001713628,0.0003705671,0.0000655105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009263811,0.0001175181,0.0006802703,0.0008648922,0.00001059511,0.0002780195,0.0002961734,0.001468695,0.02431432,0.3191589,0.1388926,0.5138255],"study_design_scores_gemma":[0.000009439649,0.00004040512,0.0009571815,0.0001239829,0.000005925637,0.000570174,0.00009456917,0.003721996,0.02013994,0.03399978,0.9403078,0.0000287689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005329642,0.01852863,0.06812246,0.002677526,0.002525969,0.0001943828,0.0006542122,0.001717679,0.9002495],"genre_scores_gemma":[0.1124381,0.03566117,0.06568243,0.0004388127,0.001571449,0.0002842115,0.0008878422,0.0008873167,0.7821486],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08083662,"threshold_uncertainty_score":0.2704254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732629561056095,"score_gpt":0.2738527205532469,"score_spread":0.256526424942686,"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."}}