{"id":"W1940446765","doi":"","title":"John Manley opens the research taps","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operations research; Data science; Computer science; Medicine; Engineering","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":[0.004212088,0.0006280335,0.0005787169,0.001198852,0.01400392,0.009621454,0.001366896,0.006308381,0.2263626],"category_scores_gemma":[0.01890154,0.000809032,0.0007089596,0.001083253,0.003787837,0.007390564,0.004975589,0.01057585,0.06427868],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006523819,"about_ca_system_score_gemma":0.01763733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07589527,"about_ca_topic_score_gemma":0.1621636,"domain_scores_codex":[0.9965731,0.0006995359,0.0001036626,0.0003885819,0.001509515,0.0007256471],"domain_scores_gemma":[0.9899199,0.001657912,0.0002077191,0.0008542276,0.004005378,0.003354838],"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":[0.000008843294,0.00000450716,0.0000394171,0.00001519256,7.838121e-7,0.0000525544,0.0001927627,0.000004752354,0.0000514501,0.008912841,0.985321,0.00539587],"study_design_scores_gemma":[0.000002949611,0.00000320491,0.00007576081,0.00002970043,0.000001012199,0.00002420023,0.0004788954,0.0000067877,0.00003372298,0.001507706,0.9978318,0.000004276836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0009216145,0.00551569,0.001467522,0.4554358,0.03946301,0.0001387243,0.0004997894,0.0009359966,0.4956218],"genre_scores_gemma":[0.01127716,0.00281246,0.001241514,0.06994803,0.003346054,0.00009242694,0.0001470031,0.000413935,0.9107215],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9934762,"threshold_uncertainty_score":0.7572583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06839605625930835,"score_gpt":0.3139221155076696,"score_spread":0.2455260592483613,"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."}}