{"id":"W7093490766","doi":"","title":"Fourier transform infrared spectra clustering for&#13;\\nbiochar: a principal component analysis&#13;\\napproach","year":2024,"lang":"en","type":"other","venue":"Memorial University Research Repository (Memorial University)","topic":"Williams Syndrome Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nucleofection; Gestational period; Fusible alloy; Proteogenomics; Diafiltration; TSG101; Dysgeusia; Liquation; Hyporeflexia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001719063,0.001044368,0.001650766,0.008641907,0.001487344,0.0006699908,0.004003838,0.001401319,0.0007176227],"category_scores_gemma":[0.0004066158,0.001230245,0.001523053,0.007595911,0.001567794,0.0006659405,0.001986387,0.002877463,0.0005473843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358598,"about_ca_system_score_gemma":0.001884288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004868003,"about_ca_topic_score_gemma":0.00353984,"domain_scores_codex":[0.9882236,0.002011268,0.0006036002,0.003232181,0.003534077,0.00239531],"domain_scores_gemma":[0.9952289,0.0007980751,0.0003617897,0.001944888,0.0004657028,0.001200625],"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":[0.02045636,0.002586246,0.0001894835,0.005341296,0.01035513,0.04245023,0.004913354,0.0009658309,0.06400069,0.02168805,0.8258308,0.001222567],"study_design_scores_gemma":[0.004978382,0.0007965503,0.0000264829,0.0003525232,0.001498446,0.00009679276,0.001330343,0.003784619,0.007565469,0.0003881772,0.9777219,0.001460268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009923625,0.0001255607,0.002810925,0.0003122822,0.01029291,0.005246043,0.001141461,0.001200701,0.9689465],"genre_scores_gemma":[0.01963443,0.0003134593,0.0006279951,0.000009439343,0.007206159,0.000007965235,0.0001527155,0.0006268146,0.971421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1518912,"threshold_uncertainty_score":0.9998951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05128248553574519,"score_gpt":0.2859641070708261,"score_spread":0.2346816215350809,"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."}}