{"id":"W4238105981","doi":"10.1515/iupac.76.0570","title":"Ablation","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; 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":[0.001107428,0.001751997,0.001414429,0.003656422,0.0009480426,0.003059079,0.002287134,0.001560975,0.06998046],"category_scores_gemma":[0.008037053,0.0004484207,0.002131257,0.005659245,0.0003821545,0.002160619,0.002073629,0.001556864,0.1169925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368965,"about_ca_system_score_gemma":0.00222496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469214,"about_ca_topic_score_gemma":0.02627115,"domain_scores_codex":[0.9979645,0.0002834784,0.0002756992,0.0007602748,0.0004903566,0.0002257607],"domain_scores_gemma":[0.9974434,0.0007530781,0.0002885419,0.0007053028,0.0006850899,0.0001245078],"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":[0.0002277082,0.00004234653,0.003384543,0.002431502,0.00009071922,0.00006375412,0.00004759042,0.0007701865,0.0003514218,0.001798928,0.9590107,0.03178062],"study_design_scores_gemma":[0.00007411599,0.00001703213,0.004045697,0.0005775846,0.00004277792,0.0001051948,0.00006883714,0.0003834005,0.0004181369,0.002026034,0.9922198,0.00002146558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006143166,0.0009358396,0.0005520065,0.0001642743,0.0001054591,0.0000438965,0.9909436,0.0008795882,0.005761031],"genre_scores_gemma":[0.001163768,0.0004904973,0.000964544,0.0001711002,0.00002206136,0.0001185367,0.9941205,0.0001375713,0.002811389],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06998046,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007834619405978016,"score_gpt":0.3336977497025607,"score_spread":0.3258631302965826,"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."}}