{"id":"W4247904764","doi":"10.1007/978-0-387-39940-9_4109","title":"MDIS","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004058111,0.0009538656,0.0006175852,0.002401357,0.0008580306,0.003991018,0.001185051,0.0008615371,0.5914438],"category_scores_gemma":[0.001668858,0.0004319631,0.0003745037,0.001937846,0.0003528047,0.002936177,0.002102633,0.00132514,0.5031137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113595,"about_ca_system_score_gemma":0.001826836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860702,"about_ca_topic_score_gemma":0.005462742,"domain_scores_codex":[0.9995498,0.00003977045,0.00002186329,0.00008522037,0.0002590355,0.00004436947],"domain_scores_gemma":[0.9994311,0.0000733814,0.0000350775,0.00009641214,0.0002309208,0.000133201],"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":[0.00002044568,0.00002452995,0.0001160652,0.0001551451,0.000003027203,0.00004215273,0.00004793606,0.00006341956,0.0004899743,0.01348058,0.7167906,0.2687662],"study_design_scores_gemma":[0.000001586131,0.000003061134,0.00007349266,0.0000350895,0.000001157301,0.00004772559,0.00001112937,0.00003283825,0.0001303301,0.001027597,0.9986343,0.000001742413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002187347,0.002292325,0.002830692,0.00125871,0.0007883102,0.00005216495,0.001962054,0.001787582,0.9888094],"genre_scores_gemma":[0.001154831,0.001455238,0.001558779,0.0004678121,0.0001704042,0.00004162154,0.001660674,0.0002989472,0.9931917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4085562,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966094167935241,"score_gpt":0.2460321883666724,"score_spread":0.22637124668732,"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."}}