{"id":"W4245476586","doi":"10.2166/wqrj.2006.0038","title":"Philip H. Jones Award — 7th Western Canadian Symposium on Water Quality Research","year":2006,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Water quality; Library science; Environmental science; Environmental ethics; Political science; Philosophy; Computer science; Biology; Ecology","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":[0.00469313,0.0009870408,0.001075585,0.002150634,0.00305638,0.004070685,0.00147956,0.003856323,0.0516851],"category_scores_gemma":[0.004231913,0.0003871279,0.0007774653,0.001674188,0.001235951,0.001679249,0.002416683,0.004348311,0.01600015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064662,"about_ca_system_score_gemma":0.04044441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3738817,"about_ca_topic_score_gemma":0.6846209,"domain_scores_codex":[0.9963625,0.0001915413,0.00008616895,0.0002055035,0.002592733,0.000561546],"domain_scores_gemma":[0.9863591,0.0002749371,0.0001374579,0.0001928863,0.009071192,0.003964452],"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":[0.00005365684,0.00001909428,0.0001900066,0.00006020347,0.000008873984,0.00003538366,0.00001856373,0.00004177038,0.0002305312,0.0009544709,0.9679433,0.03044403],"study_design_scores_gemma":[0.00001089476,0.00001545187,0.001011148,0.00005045411,0.000009111143,0.0000262981,0.00006233918,0.00003685845,0.0001394421,0.0003535718,0.9982754,0.000008957621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00194226,0.09197571,0.002366118,0.4412371,0.3312645,0.0002947869,0.001634107,0.0003888137,0.1288966],"genre_scores_gemma":[0.01198588,0.05738669,0.001928203,0.01957247,0.03127989,0.00008299258,0.001001888,0.0002330547,0.8765289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6261183,"threshold_uncertainty_score":0.7434109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.210477783620702,"score_gpt":0.4505867029094826,"score_spread":0.2401089192887806,"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."}}