{"id":"W4249407824","doi":"10.1002/9781118445112.stat07693","title":"Environmetrics","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Management science; Computer science; Engineering ethics; Engineering","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":[0.005089413,0.001752735,0.001137041,0.01009908,0.001105606,0.006888662,0.00243356,0.00129579,0.2108982],"category_scores_gemma":[0.0240338,0.0009423794,0.001556717,0.01797412,0.0008731139,0.005283067,0.004335319,0.002173741,0.1460672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806016,"about_ca_system_score_gemma":0.003647621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00845951,"about_ca_topic_score_gemma":0.007756289,"domain_scores_codex":[0.99257,0.001306911,0.0008032638,0.001216236,0.003703623,0.0003999301],"domain_scores_gemma":[0.9894723,0.003006796,0.0008950861,0.002154744,0.003925656,0.0005453868],"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":[0.0001424867,0.00006095125,0.003214438,0.001153768,0.00009477262,0.00008807082,0.000384128,0.001897581,0.0007014567,0.04020886,0.7618523,0.1902011],"study_design_scores_gemma":[0.00002422482,0.00001182737,0.00188694,0.0001817144,0.00001755974,0.00007347068,0.00009025618,0.001037562,0.0007405966,0.01133662,0.984567,0.00003223758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003016487,0.001950149,0.079979,0.002687715,0.0007118958,0.0005277112,0.5458542,0.08708042,0.2781924],"genre_scores_gemma":[0.03633773,0.002903663,0.1422716,0.002286867,0.0005160709,0.001832599,0.6435958,0.04483559,0.1254201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2108982,"threshold_uncertainty_score":0.7055248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892078488084854,"score_gpt":0.2579122963971345,"score_spread":0.2389915115162859,"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."}}