{"id":"W2904323331","doi":"10.15173/m.v1i33.1798","title":"Dr. Deborah Sloboda","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Psychology; Gerontology; Medicine; 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":[],"category_scores_codex":[0.001694515,0.0002779334,0.0004705505,0.001288247,0.001721733,0.001728053,0.0005092747,0.002655681,0.04463011],"category_scores_gemma":[0.01233494,0.0002376446,0.0002293212,0.0004720962,0.000960213,0.001508914,0.001316269,0.00555117,0.009392231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819313,"about_ca_system_score_gemma":0.003630321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009066987,"about_ca_topic_score_gemma":0.01299237,"domain_scores_codex":[0.9993488,0.0001868329,0.0000467862,0.0001566691,0.0001688872,0.00009186767],"domain_scores_gemma":[0.9956967,0.0009417536,0.0001831689,0.0001132995,0.001786568,0.001278528],"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":[0.0000305251,0.0000125815,0.001993214,0.00009262274,0.000004240972,0.001278758,0.0003931657,0.0000286695,0.0001249375,0.003012306,0.9506389,0.04239019],"study_design_scores_gemma":[0.00001036902,0.00001889724,0.002718095,0.0003892441,0.000007106281,0.007556911,0.001319329,0.00009511808,0.0002201472,0.001879133,0.9857618,0.00002396461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004919599,0.02518708,0.0009010856,0.9015546,0.02665548,0.00007066529,0.0002799815,0.0001441362,0.0402874],"genre_scores_gemma":[0.07237207,0.05670363,0.002955206,0.3974241,0.02035793,0.0001906222,0.0003620601,0.000215669,0.4494187],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9553699,"threshold_uncertainty_score":0.1493026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205865725286058,"score_gpt":0.3608032669537619,"score_spread":0.3287446097009014,"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."}}