{"id":"W2397334082","doi":"10.1080/02626667.2016.1186919","title":"Preface—Special Issue: Facets of Uncertainty","year":2016,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Certainty; Epistemology; Philosophy; Psychology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001295185,0.0001190863,0.0001865203,0.00003403977,0.0005548372,0.00004368378,0.0007342729,0.00005731787,0.02723335],"category_scores_gemma":[0.0002600777,0.00005210379,0.00009171718,0.0004101287,0.002759964,0.0004163235,0.0002974046,0.0001066694,0.0007851679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007388504,"about_ca_system_score_gemma":0.00001812312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001830941,"about_ca_topic_score_gemma":0.00002739636,"domain_scores_codex":[0.9979759,0.00008798748,0.0003013247,0.0003115568,0.0008170017,0.0005062645],"domain_scores_gemma":[0.9993955,0.0001333227,0.0001810977,0.0001073591,0.00001514853,0.0001675637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179962,0.0003369236,0.6579382,0.00000411974,0.00001798678,0.00004450457,0.001148246,0.005904058,0.08396898,0.001160205,0.06656608,0.1827927],"study_design_scores_gemma":[0.001719385,0.004194099,0.6260467,0.00008045189,0.00003755022,0.0004416047,0.001262062,0.0009106097,0.006560269,0.06276362,0.2951261,0.0008575735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8851671,0.00003267077,0.00007060878,0.003495398,0.0003597629,0.00006040825,0.000002602042,0.00001425307,0.1107972],"genre_scores_gemma":[0.9979962,0.0002265327,0.0003416572,0.0002915907,0.000482036,0.000002243785,4.665356e-8,0.000001934472,0.000657737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.22856,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291855297484346,"score_gpt":0.2817717744360228,"score_spread":0.2525862446875882,"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."}}