{"id":"W7093490766","doi":"","title":"Fourier transform infrared spectra clustering for
\\nbiochar: a principal component analysis
\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012587,0.0009538393,0.0004148512,0.002969844,0.0007203972,0.001285176,0.0007915202,0.0004294673,0.01223585],"category_scores_gemma":[0.001800694,0.0003015027,0.0008117742,0.002166587,0.0004458748,0.0007417246,0.000651656,0.0007861838,0.005173051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006617567,"about_ca_system_score_gemma":0.001287239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005346085,"about_ca_topic_score_gemma":0.01153764,"domain_scores_codex":[0.9993663,0.00007225152,0.00004062106,0.0001455679,0.0003182713,0.00005691502],"domain_scores_gemma":[0.9991065,0.000132254,0.00009544947,0.0001647204,0.0004580602,0.0000430465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003395991,0.0004801783,0.01040861,0.0003542643,0.0001391266,0.0002685133,0.0005233979,0.007271815,0.3374608,0.0059241,0.02430199,0.6125276],"study_design_scores_gemma":[0.00005154054,0.0003769031,0.1328212,0.0001098024,0.0001643547,0.0006587866,0.001028058,0.4102061,0.3552113,0.009802465,0.08920796,0.0003616411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1386004,0.0003108091,0.823429,0.0007966965,0.0002597168,0.0006089633,0.006234285,0.01422133,0.01553879],"genre_scores_gemma":[0.18481,0.0003755418,0.7901337,0.0001105025,0.00006281616,0.0005540212,0.006580227,0.001561141,0.01581212],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01223585,"threshold_uncertainty_score":0.04093301,"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."}}