{"id":"W2169625071","doi":"10.1051/jp4:2005125138","title":"Laser thermoreflectance temperature measurements of metal coating alloys on a rotating platform","year":2005,"lang":"en","type":"article","venue":"Journal de Physique IV (Proceedings)","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Coating; Laser; Metal; Metallurgy; Metal coating; Composite material; Optics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003800636,0.0002592443,0.0003183462,0.0002088247,0.0001521324,0.00008999439,0.0004048121,0.0001572735,0.00001891621],"category_scores_gemma":[0.0002898684,0.0002298239,0.0001246831,0.0004166811,0.00004698658,0.0005948273,0.00004505715,0.001351925,0.00001222146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003977254,"about_ca_system_score_gemma":0.00002576137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001194789,"about_ca_topic_score_gemma":0.000005882887,"domain_scores_codex":[0.9982163,0.000006938631,0.0004048776,0.0001959335,0.0006128018,0.0005630887],"domain_scores_gemma":[0.9991974,0.00005081422,0.0001819772,0.0001029075,0.0003534931,0.0001134079],"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":[0.00003953222,0.00004382057,0.0006426778,0.0000730875,0.0001018069,0.000007066256,0.0004102027,0.01522206,0.959474,0.000165168,0.0006334371,0.0231871],"study_design_scores_gemma":[0.0005533547,0.000154949,0.0009585638,0.0002857639,0.00001589126,0.0001001799,0.000574258,0.02129787,0.9748891,0.0006621101,0.0002388239,0.0002691571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911017,0.0001710499,0.0001701421,0.0001329729,0.00005745069,0.0001718472,0.000002431106,0.00027958,0.007912845],"genre_scores_gemma":[0.9819009,0.00009569192,0.01742866,0.00008936669,0.0003298938,0.00001917136,4.678669e-7,0.00007478245,0.00006102567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02291795,"threshold_uncertainty_score":0.9371946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345140408738009,"score_gpt":0.2873670940652281,"score_spread":0.253915689977848,"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."}}