{"id":"W7065079842","doi":"","title":"Design and applications of a tunable multi-wavelength SFL","year":2006,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Key (lock); Feature (linguistics); Set (abstract data type); Process (computing); Software","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005822165,0.000423646,0.0003341782,0.0007693227,0.0006104943,0.001349102,0.001543758,0.001118667,0.004900787],"category_scores_gemma":[0.0007001127,0.0002673038,0.0004490115,0.0004145318,0.0004826857,0.0009806228,0.0007304595,0.000405303,0.002275179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777714,"about_ca_system_score_gemma":0.0005994962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008801243,"about_ca_topic_score_gemma":0.001463322,"domain_scores_codex":[0.9994362,0.00005447111,0.00002709864,0.0001427808,0.0002862475,0.00005319214],"domain_scores_gemma":[0.9993749,0.00009414005,0.0001351224,0.00009262356,0.0002333251,0.00006992173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00034999,0.0001463456,0.001475669,0.0003142706,0.00004323437,0.0002097488,0.0002751365,0.004460239,0.851823,0.01417058,0.003673517,0.1230582],"study_design_scores_gemma":[0.0001480845,0.001433776,0.003467658,0.0001503359,0.0001238859,0.001236458,0.0001815323,0.1267997,0.7206212,0.003070606,0.1426432,0.0001236078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.220254,0.005551124,0.683141,0.002631604,0.001279644,0.0005109562,0.0005343654,0.00541787,0.08067935],"genre_scores_gemma":[0.7780794,0.0009172618,0.1974354,0.0005860798,0.0002316993,0.0001762658,0.0001994411,0.0001902193,0.02218411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004900787,"threshold_uncertainty_score":0.01639473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938130406983888,"score_gpt":0.2636974868796355,"score_spread":0.2443161828097966,"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."}}