{"id":"W6967385082","doi":"10.5061/dryad.1ng8c/1","title":"Canadian ACP engagement survey pilot","year":2016,"lang":"en","type":"other","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Data collection; Work (physics); Perspective (graphical)","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":[0.009485103,0.001032256,0.0007889264,0.0044378,0.008044142,0.005908819,0.002678755,0.001777944,0.1110328],"category_scores_gemma":[0.01920285,0.0008812748,0.0008333951,0.005454337,0.00122947,0.001688631,0.004433658,0.003198333,0.03334509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05001682,"about_ca_system_score_gemma":0.2066424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805647,"about_ca_topic_score_gemma":0.9920543,"domain_scores_codex":[0.9912969,0.0007229779,0.000241231,0.0004781681,0.004786015,0.002474841],"domain_scores_gemma":[0.9775963,0.0009644277,0.0003237105,0.001018695,0.01500769,0.005089149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001525457,0.00009446852,0.003014727,0.00005950548,0.000008135408,0.00002844597,0.0004183062,0.00006753718,0.00008296637,0.002539197,0.977844,0.01569014],"study_design_scores_gemma":[0.0001121079,0.00003676517,0.03661036,0.0001714242,0.00001508739,0.00001694625,0.001523021,0.0002101853,0.0002439009,0.0004776705,0.9605421,0.0000403855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01488007,0.0007767934,0.00178111,0.02048776,0.001736254,0.004126265,0.2656636,0.001506888,0.6890413],"genre_scores_gemma":[0.06167698,0.0009886497,0.003705264,0.005601597,0.0002257116,0.004782799,0.08117542,0.0007868908,0.8410566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1110328,"threshold_uncertainty_score":0.3714415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06532157648004235,"score_gpt":0.2972635849872121,"score_spread":0.2319420085071698,"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."}}