{"id":"W4244510541","doi":"10.1063/1.5027273.1","title":"10.1063/1.5027273.1","year":2018,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Supercontinuum; Hyperspectral imaging; Broadband; Materials science; Microsecond; Optics; Dwell time; Pixel; Optoelectronics; Computer science; Physics; Artificial intelligence; Wavelength; Photonic-crystal fiber","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007295467,0.0025372,0.001455957,0.003743631,0.0005910477,0.002703939,0.002628261,0.001722913,0.2590701],"category_scores_gemma":[0.00277425,0.0004634769,0.0009654122,0.006223288,0.0004754714,0.001026147,0.00193883,0.001349355,0.4259298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008973761,"about_ca_system_score_gemma":0.001224987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008341732,"about_ca_topic_score_gemma":0.01201325,"domain_scores_codex":[0.9992228,0.0001142773,0.00007795866,0.000232184,0.00019855,0.0001543564],"domain_scores_gemma":[0.9993406,0.0001570797,0.00006954871,0.0002203075,0.0001314262,0.0000810055],"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":[0.00009231193,0.00005056183,0.001692862,0.001267475,0.00004972575,0.00004598384,0.00002846825,0.0008334635,0.0002895286,0.0006753383,0.9756959,0.01927844],"study_design_scores_gemma":[0.0001289046,0.0000288111,0.00250582,0.0002742517,0.00001960984,0.00005442306,0.00005010422,0.0009494012,0.0005351068,0.001705892,0.9937295,0.00001822674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002271895,0.0001918203,0.0002060339,0.00008033061,0.00004312062,0.00002235806,0.9958447,0.001166918,0.002217595],"genre_scores_gemma":[0.0006944191,0.000190682,0.0004211232,0.00004560213,0.00001181223,0.00007898308,0.9966609,0.0001130141,0.001783405],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7409299,"threshold_uncertainty_score":0.8666759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110832694753691,"score_gpt":0.3460825775915615,"score_spread":0.3149742506440246,"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."}}