{"id":"W4392124436","doi":"10.15173/m.v1i12.709","title":"MedBulletin","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0007052194,0.0007623938,0.0007722126,0.00160003,0.001204929,0.004705759,0.0008907579,0.002804607,0.6650225],"category_scores_gemma":[0.003522352,0.0003243548,0.000425735,0.001571855,0.0007883507,0.001815624,0.002286434,0.002799605,0.5400439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529744,"about_ca_system_score_gemma":0.001431921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976063,"about_ca_topic_score_gemma":0.003623037,"domain_scores_codex":[0.9993141,0.0001133277,0.00006899413,0.0001539274,0.0002245409,0.0001251386],"domain_scores_gemma":[0.9985926,0.0002802759,0.0001492187,0.00024204,0.0002999747,0.0004358649],"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":[0.0001869137,0.00006437035,0.000751916,0.0004154934,0.00001445582,0.0003369445,0.00006221656,0.00003863626,0.0005088502,0.008128592,0.8462905,0.1432011],"study_design_scores_gemma":[0.00001585725,0.00001452799,0.0009768803,0.00009519181,0.000002149292,0.0001306989,0.00002325397,0.00001925345,0.0000630121,0.0006161985,0.9980395,0.000003476865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002109005,0.0161918,0.0005133711,0.03783457,0.0149453,0.0001671278,0.01458334,0.001310287,0.9123453],"genre_scores_gemma":[0.01346837,0.008755415,0.0005146858,0.01103764,0.005646487,0.0001158655,0.006967021,0.0003137854,0.9531807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3349775,"threshold_uncertainty_score":0.4778047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032983359142989,"score_gpt":0.4692155599811415,"score_spread":0.2659172240668426,"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."}}