{"id":"W4399764531","doi":"10.21428/3e88f64f.4b5bf628","title":"Review: Data Primer","year":2024,"lang":"es","type":"article","venue":"Reviews in Digital Humanities","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Primer (cosmetics); Computer science; Computational biology; Biology; Chemistry","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":[0.02244719,0.002322319,0.007311729,0.02572573,0.002281431,0.01055671,0.005467778,0.01202666,0.08405662],"category_scores_gemma":[0.1096866,0.001925238,0.007106395,0.02065829,0.00332799,0.007835741,0.00618705,0.008364349,0.03714756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110865,"about_ca_system_score_gemma":0.03234275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008229529,"about_ca_topic_score_gemma":0.01658122,"domain_scores_codex":[0.9718217,0.009577107,0.008927952,0.00220705,0.006494003,0.0009722539],"domain_scores_gemma":[0.903437,0.04301472,0.01383201,0.005451433,0.03190328,0.002361519],"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":[0.0002401792,0.00004216071,0.0001567107,0.2847984,0.0005241816,0.000137287,0.0001692612,0.00009622011,0.000499006,0.005137387,0.6007667,0.1074326],"study_design_scores_gemma":[0.0001314179,0.00004644748,0.0003602872,0.1468921,0.0005498957,0.0001481957,0.00006295189,0.00001903481,0.000113097,0.002177002,0.849471,0.00002851877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003131029,0.7510331,0.005097936,0.1020522,0.05433973,0.0143136,0.04134647,0.0007723817,0.03073143],"genre_scores_gemma":[0.003165929,0.7096294,0.01768667,0.1555866,0.0190597,0.04222404,0.02109795,0.0004004921,0.0311493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08405662,"threshold_uncertainty_score":0.2811974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1760234895484364,"score_gpt":0.3670397185501795,"score_spread":0.1910162290017431,"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."}}