{"id":"W2553014816","doi":"10.6084/m9.figshare.1579580.v1","title":"Focus Groups on Source Water Quality","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Quality (philosophy); Epistemology","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":[0.007316425,0.0008156862,0.0004020634,0.001559124,0.007657275,0.001473831,0.001113338,0.001564204,0.01952395],"category_scores_gemma":[0.02394699,0.0003990236,0.0002941192,0.002301832,0.002563462,0.001147966,0.004645783,0.001916575,0.00195959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005663551,"about_ca_system_score_gemma":0.007733265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09601053,"about_ca_topic_score_gemma":0.1581067,"domain_scores_codex":[0.9954874,0.002688348,0.0001342142,0.0003268051,0.0005284626,0.0008348382],"domain_scores_gemma":[0.9725354,0.01819159,0.001040493,0.0006635863,0.006007642,0.001561233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005977058,0.0001630572,0.005546791,0.0009180345,0.000009938756,0.0009276508,0.9229467,0.0001527363,0.009571838,0.001562023,0.03485427,0.02274919],"study_design_scores_gemma":[0.0001476077,0.0002413671,0.0347786,0.0007149245,0.00002786077,0.0001776913,0.8469085,0.0002225262,0.005511232,0.001909938,0.1092958,0.00006395738],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446853,0.0007449967,0.01500499,0.01039051,0.000678201,0.0119124,0.02061221,0.0003311655,0.09564023],"genre_scores_gemma":[0.8680082,0.001230012,0.01218029,0.004653806,0.0001393571,0.02913661,0.00493153,0.0002075273,0.07951275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09601053,"threshold_uncertainty_score":0.1909034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308371224344299,"score_gpt":0.3174615464848743,"score_spread":0.1866244240504445,"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."}}