{"id":"W4240586858","doi":"10.1515/iupac.76.0617","title":"Radiationless Transition","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Photothermal therapy; Optics; Photothermal spectroscopy; Materials science; Photothermal effect; 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":[0.0007620245,0.001743725,0.001312731,0.003758676,0.0009154332,0.002470379,0.002210427,0.001749401,0.0440683],"category_scores_gemma":[0.006373368,0.0004531624,0.001936301,0.006110183,0.0004485729,0.002050765,0.001961176,0.001713976,0.07273185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180574,"about_ca_system_score_gemma":0.002219664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01921191,"about_ca_topic_score_gemma":0.03455349,"domain_scores_codex":[0.998744,0.0001740032,0.0001518951,0.0004950821,0.0002508061,0.0001841563],"domain_scores_gemma":[0.9982306,0.0004911356,0.0002198289,0.000541831,0.0004057621,0.0001108571],"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":[0.0003018277,0.00006223354,0.004362941,0.002875315,0.0001190457,0.0000859634,0.00006119675,0.001126339,0.0004921278,0.002807643,0.9677302,0.01997522],"study_design_scores_gemma":[0.0001109477,0.00002527268,0.005793228,0.0006862356,0.00006337557,0.0001213432,0.00008253877,0.0005362696,0.0006124809,0.003103926,0.9888337,0.00003076408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005633875,0.0005741219,0.0003208776,0.00009168075,0.00005991054,0.00001876817,0.9952384,0.0005630563,0.002569708],"genre_scores_gemma":[0.001059175,0.0003223667,0.0006392287,0.00009804821,0.00001305201,0.00006459291,0.9964366,0.00008632646,0.00128065],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0440683,"threshold_uncertainty_score":0.1474231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006551025067438738,"score_gpt":0.3207687443183888,"score_spread":0.31421771925095,"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."}}