{"id":"W6960775552","doi":"10.1371/journal.pone.0316335.g001","title":"Study design: Perspectives and data collection methods.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Work (physics); Statutory law; Quarter (Canadian coin); Health data","routes":{"ca_aff":false,"ca_fund":false,"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":[0.1757571,0.001618688,0.001697507,0.004805192,0.002476883,0.004873299,0.003182403,0.003443586,0.09923433],"category_scores_gemma":[0.220619,0.001440354,0.001713839,0.008945844,0.002076428,0.003423472,0.003939147,0.002581002,0.022136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006119538,"about_ca_system_score_gemma":0.03401855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532464,"about_ca_topic_score_gemma":0.006943183,"domain_scores_codex":[0.8245175,0.1469032,0.01246461,0.00509924,0.00899978,0.002015799],"domain_scores_gemma":[0.832948,0.07931424,0.009355105,0.02576801,0.04834244,0.004272277],"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":[0.007290814,0.001038429,0.008646876,0.03051644,0.0006647902,0.0003579304,0.005598821,0.0008967135,0.0006202598,0.07457364,0.463563,0.4062323],"study_design_scores_gemma":[0.003661598,0.002441218,0.01190549,0.03716235,0.0007522574,0.0003968669,0.004840627,0.002016657,0.001547917,0.04201905,0.8930911,0.0001646645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"dataset","genre_scores_codex":[0.01029539,0.01547757,0.2254049,0.03278716,0.01349131,0.527154,0.1096369,0.0009143433,0.06483843],"genre_scores_gemma":[0.0213753,0.003770137,0.1605275,0.01014653,0.001297705,0.7813251,0.008232792,0.0003423813,0.01298253],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1757571,"threshold_uncertainty_score":0.9295034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224637435527737,"score_gpt":0.3815675014879241,"score_spread":0.2591037579351504,"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."}}