{"id":"W4243850438","doi":"10.1515/iupac.76.0462","title":"Polarization Grating","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; Optics; Photothermal spectroscopy; Grating; Materials science; Optoelectronics; 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":[0.0007547792,0.001915641,0.00109603,0.004159875,0.0007643448,0.002142992,0.001585074,0.001163378,0.04711815],"category_scores_gemma":[0.005362581,0.0004517759,0.001207148,0.006726942,0.0003540644,0.001721448,0.001676748,0.001425288,0.08400916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138569,"about_ca_system_score_gemma":0.00218283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636859,"about_ca_topic_score_gemma":0.02832073,"domain_scores_codex":[0.9987,0.0001727698,0.0001655428,0.0004655632,0.0003326914,0.0001635426],"domain_scores_gemma":[0.9982912,0.0003638852,0.000233499,0.0004391442,0.0005682663,0.0001040477],"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":[0.0002191714,0.00005205409,0.003038988,0.002082238,0.00006334913,0.00006006522,0.00003864121,0.0007060872,0.0005994056,0.001326316,0.9660872,0.0257265],"study_design_scores_gemma":[0.00009471524,0.0000251498,0.006862256,0.0004664371,0.00003470156,0.0001207439,0.00007644153,0.000523871,0.0007964502,0.001717061,0.9892545,0.00002773267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000438659,0.0003268082,0.0003014039,0.00006556654,0.00005109099,0.00002539878,0.9957475,0.0006123279,0.002431255],"genre_scores_gemma":[0.0007097219,0.0002383044,0.0006582931,0.00005491612,0.00001119295,0.00006581467,0.9970121,0.00006821327,0.001181383],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04711815,"threshold_uncertainty_score":0.1576259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007208078551097529,"score_gpt":0.3256868411968407,"score_spread":0.3184787626457432,"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."}}