{"id":"W7133045629","doi":"","title":"Making EI Work","year":2010,"lang":"en","type":"other","venue":"TSpace","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001108261,0.000659192,0.0003518724,0.001042653,0.002281309,0.007331046,0.0008258432,0.0009910044,0.4133329],"category_scores_gemma":[0.003362228,0.0004314629,0.0002427912,0.002631613,0.001370243,0.003309103,0.003203074,0.001546053,0.1569398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005991193,"about_ca_system_score_gemma":0.008028922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1079261,"about_ca_topic_score_gemma":0.2409915,"domain_scores_codex":[0.999517,0.00007305658,0.00001984294,0.00006513911,0.0002075882,0.000117421],"domain_scores_gemma":[0.9986033,0.0001803186,0.0000431769,0.0002620457,0.0004657012,0.0004454831],"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":[0.00002024848,0.0000104944,0.0001937606,0.0001247785,0.000003082045,0.00004244095,0.0007913071,0.0001358535,0.0001398186,0.02628017,0.9091164,0.06314164],"study_design_scores_gemma":[0.000003787306,0.000003555057,0.0009290945,0.00006890071,0.000002217198,0.00001493604,0.0007120076,0.00004005348,0.00009240911,0.002472783,0.9956577,0.000002612415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000779935,0.0007358729,0.001085173,0.003711097,0.0006070966,0.00003484223,0.003151309,0.0005427477,0.9893518],"genre_scores_gemma":[0.01246497,0.001327023,0.001611673,0.0004305484,0.00006908755,0.00003345402,0.003107762,0.0006549343,0.9803005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8920739,"threshold_uncertainty_score":0.8368095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04569498537005846,"score_gpt":0.3735853589820488,"score_spread":0.3278903736119903,"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."}}