{"id":"W4386415995","doi":"10.32466/eufv","title":"Genera Campus","year":2023,"lang":"en","type":"paratext","venue":"Genera Campus","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa","keywords":"Geography; Biology; Zoology; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004466748,0.0004635977,0.0002652756,0.001209406,0.003034348,0.004764513,0.0008413146,0.0009526205,0.3330286],"category_scores_gemma":[0.001691879,0.0001737418,0.000246717,0.00153072,0.0009078312,0.003792924,0.00579297,0.001122518,0.09968264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190209,"about_ca_system_score_gemma":0.002026819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002383861,"about_ca_topic_score_gemma":0.005210312,"domain_scores_codex":[0.999551,0.0001030152,0.0000156059,0.00007681097,0.0001491921,0.0001043027],"domain_scores_gemma":[0.9990517,0.00007245907,0.00004274396,0.000160842,0.0002019955,0.0004702323],"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":[0.0001159904,0.0002508103,0.003319497,0.0002512686,0.000005017657,0.0004444529,0.001591316,0.0004416932,0.001000552,0.2227924,0.4794657,0.2903212],"study_design_scores_gemma":[0.000005393953,0.00002429608,0.0008969516,0.00005103823,0.000001470415,0.0001476937,0.0006610389,0.0003785191,0.0002986191,0.008379698,0.9891493,0.000005908493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007232411,0.0002735623,0.002584013,0.001776148,0.0003728833,0.00007226957,0.0008484944,0.002137929,0.9847023],"genre_scores_gemma":[0.06975283,0.0006570167,0.00448977,0.0005681051,0.0001662758,0.0001898162,0.002144605,0.0008043817,0.9212272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3330286,"threshold_uncertainty_score":0.9513537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333602464961616,"score_gpt":0.3275196702582967,"score_spread":0.3041836456086806,"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."}}