{"id":"W4245808440","doi":"10.1515/iupac.76.0628","title":"Thermal Conductivity","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Photothermal therapy; Photothermal spectroscopy; Optics; Materials science; Optoelectronics; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006667715,0.001975287,0.001512902,0.00355783,0.0006673676,0.002786788,0.001833741,0.001344669,0.04480848],"category_scores_gemma":[0.005416396,0.0004934159,0.001830166,0.007085124,0.000341498,0.00230124,0.001264995,0.001514733,0.08266903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238089,"about_ca_system_score_gemma":0.001640895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212157,"about_ca_topic_score_gemma":0.01918605,"domain_scores_codex":[0.998825,0.0001476801,0.0001571159,0.0004501419,0.0003011105,0.0001188986],"domain_scores_gemma":[0.9983392,0.0004505735,0.0002102218,0.000383921,0.0005548261,0.00006127392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002742575,0.00006673882,0.006227328,0.003695542,0.0001303917,0.00005672326,0.00006752404,0.003332465,0.0008691224,0.002151294,0.9430562,0.04007249],"study_design_scores_gemma":[0.0001039702,0.00002962744,0.01004993,0.0007496439,0.0000700266,0.0001383833,0.0001076701,0.002085971,0.001474306,0.004558217,0.9805738,0.00005848732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009112767,0.0007093847,0.0006093476,0.00008857327,0.00007082638,0.00002259936,0.9922529,0.001268179,0.004066986],"genre_scores_gemma":[0.002384508,0.0006660501,0.001253092,0.00009086096,0.00001952988,0.0001133077,0.9929032,0.0002332128,0.002336286],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04480848,"threshold_uncertainty_score":0.1498993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088414415513862,"score_gpt":0.3376940826696997,"score_spread":0.3268099385145611,"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."}}