{"id":"W4230205561","doi":"10.5864/d2011-006","title":"2011 CIPHI AWARDS SUMMARY","year":2012,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Department of Health and Wellness; Nova Scotia Health Authority; Cape Breton University; Health Canada","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005951918,0.001069366,0.001247264,0.004448466,0.002186143,0.009332223,0.001758086,0.007424366,0.1457519],"category_scores_gemma":[0.01150148,0.0005165187,0.001131892,0.003293217,0.0007542813,0.002916154,0.004331854,0.005571909,0.08363693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005256188,"about_ca_system_score_gemma":0.02091243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00900545,"about_ca_topic_score_gemma":0.02980051,"domain_scores_codex":[0.9957284,0.0002817905,0.000175617,0.0003246802,0.002488039,0.001001342],"domain_scores_gemma":[0.9822443,0.0007619912,0.000645201,0.0008058681,0.009716427,0.005826157],"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":[0.00001941366,0.00001042288,0.00005924838,0.0000615728,0.000003236134,0.00001929352,0.000004020123,0.00001643483,0.0000499136,0.0006131137,0.9926915,0.006451861],"study_design_scores_gemma":[0.00001638907,0.00001661592,0.001497734,0.00009772445,0.000006388431,0.00002556808,0.00003136197,0.00004312066,0.00008907617,0.00050242,0.9976668,0.000006840732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001935632,0.01761632,0.001308737,0.459743,0.2422983,0.0006737478,0.008239172,0.000710134,0.2674749],"genre_scores_gemma":[0.008680336,0.01367333,0.001377398,0.06022594,0.04184824,0.0004464065,0.005547595,0.0002977262,0.8679029],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1457519,"threshold_uncertainty_score":0.4875888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576441823835937,"score_gpt":0.2578701052982549,"score_spread":0.1921056870598955,"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."}}