{"id":"W2119882768","doi":"10.5539/mas.v9n2p206","title":"Cuboids of Infrared Images Reduction","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal conductivity; Reduction (mathematics); Isotropy; Materials science; Thermal; Infrared; Tomography; Thermal conduction; Inverse problem; Thermal effusivity; Optics; Composite material; Thermal resistance; Geometry; Thermal contact conductance; Physics; Thermodynamics; Mathematics; Mathematical analysis","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":[0.0004606874,0.0005276921,0.0008393364,0.001003442,0.0003584134,0.001400286,0.0005470288,0.0004526993,0.004077261],"category_scores_gemma":[0.00139434,0.0003730192,0.00102415,0.0006479995,0.0007217341,0.0008777719,0.001273413,0.0008352725,0.001243484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894772,"about_ca_system_score_gemma":0.0005824407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075776,"about_ca_topic_score_gemma":0.0009422909,"domain_scores_codex":[0.9994304,0.0001373607,0.00003415125,0.0001457422,0.0001983643,0.00005398364],"domain_scores_gemma":[0.9995406,0.0001340373,0.00005074659,0.00008975198,0.000151446,0.00003350813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005067851,0.0001151069,0.001443342,0.0007711643,0.0001617944,0.0003091709,0.0007028003,0.1957959,0.07368722,0.2816314,0.01410624,0.4307692],"study_design_scores_gemma":[0.00002795782,0.0001190235,0.0006930779,0.00003670892,0.00003682452,0.0003709892,0.0001966042,0.8814323,0.02045824,0.0623235,0.03425423,0.00005061764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01461269,0.0002959266,0.9797015,0.0001523589,0.00008265938,0.00007185771,0.0002147418,0.0003983704,0.004469807],"genre_scores_gemma":[0.2317273,0.0006834973,0.7540931,0.0001791533,0.0001250685,0.0003508498,0.001464346,0.0003885858,0.01098804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004077261,"threshold_uncertainty_score":0.01363981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423176478719159,"score_gpt":0.2194110717203798,"score_spread":0.2051793069331882,"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."}}