{"id":"W2537852751","doi":"10.17269/cjph.107.5819","title":"Innovations in Policy and Practice: A work in progress","year":2016,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Work (physics); Engineering ethics; Sociology; Political science; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009715006,0.000127526,0.0003468783,0.002839147,0.0002532267,0.0002677726,0.0003603401,0.000405286,0.00003218931],"category_scores_gemma":[0.03189476,0.0001129115,0.00002963963,0.002246737,0.0003746166,0.0006304875,0.00001301786,0.0007894041,0.000004939215],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003907689,"about_ca_system_score_gemma":0.2154199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2060063,"about_ca_topic_score_gemma":0.6650743,"domain_scores_codex":[0.9967387,0.0009312364,0.00070903,0.0001407269,0.0005879074,0.0008923387],"domain_scores_gemma":[0.9953638,0.001500759,0.0007374244,0.00008769005,0.0007362011,0.001574082],"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":[0.000005578277,0.00001091613,0.005951578,0.00001679302,0.00001029452,0.00004415884,0.01476805,3.649496e-8,3.343724e-9,0.02578512,0.9094817,0.04392578],"study_design_scores_gemma":[0.0003090246,0.00003065096,0.008650742,0.000362354,0.000001028924,0.000005588771,0.001191701,2.18575e-8,1.791232e-9,0.0008961644,0.9884479,0.0001048176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006487403,0.002521201,0.000008150681,0.7068335,0.2768114,0.000319026,0.00004340458,0.000004847899,0.01280971],"genre_scores_gemma":[0.00901263,0.004612101,0.0006082912,0.002451293,0.9795372,0.00001627386,0.00002568531,0.00003259037,0.003703905],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7043822,"threshold_uncertainty_score":0.9999161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07295386844126266,"score_gpt":0.4323437183793268,"score_spread":0.3593898499380641,"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."}}