{"id":"W4256212958","doi":"10.4095/328420","title":"Canada in a changing climate: national issues report, water resources [infographic]","year":2021,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Infographic; Environmental science; Geography; Meteorology; Computer science; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006033551,0.0003572521,0.0004782184,0.001175446,0.00004839832,0.00006639117,0.0002094797,0.00039441,0.0001503233],"category_scores_gemma":[0.0001712391,0.000299705,0.00009570925,0.0006189617,0.0000221442,0.00005498547,0.000158294,0.0005938755,0.000003645916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005737197,"about_ca_system_score_gemma":0.0003677288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1461395,"about_ca_topic_score_gemma":0.4006932,"domain_scores_codex":[0.9974651,0.000007428498,0.0005513359,0.0003318783,0.000913284,0.0007309754],"domain_scores_gemma":[0.9993316,0.00003607232,0.00004071899,0.0003514743,0.0001935106,0.00004661105],"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":[0.000006344639,0.0000667459,0.007714156,0.006253696,0.001167097,0.02464062,0.001074912,0.1000816,0.0005153508,0.0007711032,0.8488507,0.008857647],"study_design_scores_gemma":[0.00005944823,0.000004345434,0.000379189,0.0003438017,0.00001337057,0.0004711775,0.0002421166,0.001123389,0.002420322,0.00002060466,0.9944246,0.0004976401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0993458,0.02965813,0.0002543384,0.001460109,0.009051054,0.0006024294,0.0002661558,0.006558662,0.8528033],"genre_scores_gemma":[0.9530465,0.007352327,0.001411725,0.0000486289,0.001073923,0.0001914089,0.001260941,0.0002688389,0.03534568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8537008,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172077286065554,"score_gpt":0.2250087611776434,"score_spread":0.2132879883169878,"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."}}