{"id":"W4392108524","doi":"10.15173/m.v1i42.3279","title":"Staff","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Discovery Centre","funders":"","keywords":"Peer review; Nursing; Medicine; Psychology; 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":[0.002310957,0.0007974827,0.0005932107,0.002527774,0.006637283,0.005449378,0.001580273,0.002486145,0.8123503],"category_scores_gemma":[0.01401642,0.0006867615,0.0005306617,0.001158795,0.0009387486,0.002012977,0.005166596,0.002965584,0.6737404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716446,"about_ca_system_score_gemma":0.01073337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005755246,"about_ca_topic_score_gemma":0.01640776,"domain_scores_codex":[0.9970856,0.0004426948,0.00009629078,0.0003415107,0.001380551,0.0006533551],"domain_scores_gemma":[0.9871141,0.0007392147,0.0003205235,0.0008467847,0.005366592,0.005612821],"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":[0.00001882056,0.00003940674,0.0002242098,0.00004339146,8.312172e-7,0.00004051509,0.00009516938,0.000008832045,0.0001065901,0.001507624,0.9535764,0.04433822],"study_design_scores_gemma":[0.000006449249,0.00001446316,0.0004526042,0.00004496417,0.000001437205,0.00009811107,0.0003155051,0.00002708302,0.00007968914,0.0003636097,0.9985914,0.000004714634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001659801,0.0007475102,0.0009974691,0.01532851,0.009626172,0.0002643141,0.001116544,0.002037723,0.968222],"genre_scores_gemma":[0.001782841,0.0001589195,0.0002186557,0.00158028,0.0004037368,0.00005059758,0.0002185297,0.0001797477,0.9954067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1876497,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872604039506635,"score_gpt":0.2680974519725427,"score_spread":0.2493714115774764,"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."}}