{"id":"W2914116189","doi":"10.1139/cjp-2018-0554","title":"Embedding physics into technology: infrared thermography and building inspection as a teaching tool — a new participated strategy approach to the physics of heat transfer and energy saving for professional schools","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermography; Process (computing); Heat transfer; Multidisciplinary approach; Physics; Thermal conduction; Physics education; Mathematics education; Mechanical engineering; Infrared; Computer science; Optics; Engineering; Mechanics; Thermodynamics; Psychology; Sociology","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":[0.001208268,0.0005406966,0.0002926122,0.0009016254,0.0008660912,0.003621257,0.001227497,0.001283125,0.00334566],"category_scores_gemma":[0.001089417,0.0002998507,0.0004762266,0.0003986383,0.003730228,0.002321506,0.00308728,0.001080464,0.0007687437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307781,"about_ca_system_score_gemma":0.002386109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007621864,"about_ca_topic_score_gemma":0.001558153,"domain_scores_codex":[0.9989347,0.0004878854,0.00002559542,0.0001647144,0.0002606909,0.0001264153],"domain_scores_gemma":[0.9992722,0.0003417098,0.0000649002,0.00009826863,0.00005153037,0.0001713085],"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":[0.0001536149,0.002609214,0.007093851,0.001016708,0.00005071405,0.001413082,0.05373769,0.005404914,0.08511813,0.2289117,0.005036061,0.6094544],"study_design_scores_gemma":[0.0001959989,0.002659569,0.01967653,0.001050591,0.0001598295,0.005726185,0.03664163,0.05186826,0.07088932,0.2022359,0.6086657,0.0002305006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2502458,0.002688541,0.6213636,0.006990083,0.0003212823,0.0003722332,0.00002993871,0.0009306805,0.1170578],"genre_scores_gemma":[0.6511225,0.001784878,0.322051,0.0005630974,0.0001252309,0.0003097146,0.00003299262,0.0001533501,0.02385732],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003621257,"threshold_uncertainty_score":0.01119238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010924806408665,"score_gpt":0.2358701000200632,"score_spread":0.2257608519559766,"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."}}