{"id":"W74718894","doi":"10.15173/m.v1i1.586","title":"May I Have Your Attention Please...","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Psychology; Population health; Medicine; Political science; Public health; Nursing; Law","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":[],"category_scores_codex":[0.001755569,0.0009494459,0.001114348,0.001587923,0.004710929,0.005804549,0.001727963,0.004596523,0.5053822],"category_scores_gemma":[0.03355876,0.0004552612,0.0007720448,0.0008218779,0.0011614,0.004578165,0.003734888,0.006401003,0.4681036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136508,"about_ca_system_score_gemma":0.002294664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707843,"about_ca_topic_score_gemma":0.006708641,"domain_scores_codex":[0.998689,0.0003442538,0.00006644776,0.0001478852,0.000441733,0.0003106991],"domain_scores_gemma":[0.9830136,0.001624475,0.0007117504,0.0006159886,0.007472344,0.006561856],"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":[0.00001396212,0.00001666558,0.0001108912,0.00003676249,0.000001255354,0.00005180839,0.0001995035,0.000002492933,0.00005057375,0.0002397134,0.9856535,0.01362285],"study_design_scores_gemma":[0.00001092725,0.00002317016,0.0005005492,0.0001690694,0.000004185437,0.0002280923,0.001873521,0.00003080142,0.0001296974,0.0005367797,0.9964684,0.00002477328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004297046,0.005793833,0.00358548,0.4282538,0.199793,0.0008194298,0.002120201,0.008923649,0.3464136],"genre_scores_gemma":[0.007427298,0.003578249,0.001515831,0.05882717,0.02051417,0.0004498156,0.0004773515,0.001440195,0.90577],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5053822,"threshold_uncertainty_score":0.7055122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.164187759992534,"score_gpt":0.4365544151469021,"score_spread":0.2723666551543681,"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."}}