{"id":"W2041923978","doi":"10.1038/news.2008.1321","title":"Canada's scientists face an uncertain future","year":2008,"lang":"en","type":"article","venue":"Nature","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Politics; Key (lock); Political science; Environmental ethics; Political economy; Sociology; Computer science; Law; Computer security; Social science; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01213778,0.0006409752,0.001085441,0.002365996,0.01347254,0.0154979,0.003231064,0.02169865,0.02779957],"category_scores_gemma":[0.02334775,0.0005049095,0.001260268,0.002153531,0.0136275,0.005366624,0.004132296,0.01681923,0.003387461],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07739653,"about_ca_system_score_gemma":0.3597987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9115569,"about_ca_topic_score_gemma":0.9615973,"domain_scores_codex":[0.9871546,0.001370702,0.0002779262,0.0006075152,0.006539478,0.004049665],"domain_scores_gemma":[0.9607239,0.005528233,0.001222427,0.0005122968,0.01170984,0.02030329],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001533129,0.00007191394,0.002959417,0.0001949436,0.00009088745,0.000399999,0.0005989926,0.0004859332,0.0004408456,0.1398282,0.8304254,0.02435005],"study_design_scores_gemma":[0.00009441408,0.00004431742,0.005346058,0.000273611,0.0000583297,0.0001014018,0.003299424,0.0003269312,0.0002202585,0.0468755,0.9432508,0.0001089443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002401317,0.004310463,0.0001763928,0.9620742,0.004990746,0.00001184942,0.0003578618,0.0000541855,0.02562296],"genre_scores_gemma":[0.1097126,0.0146509,0.001977212,0.803554,0.004168534,0.00005172137,0.0003412364,0.0000834659,0.06546044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9878622,"threshold_uncertainty_score":0.5615537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05678907499291584,"score_gpt":0.4098104079567877,"score_spread":0.3530213329638719,"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."}}