{"id":"W7034732606","doi":"","title":"Why does Ontario's Sunshine List have over 205,000 members?! & Sports Talk with Don Robertson","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Private sector; Head (geology); Public sector","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004102372,0.0006533381,0.0004872904,0.0009019606,0.008407792,0.004340211,0.0006969018,0.001824121,0.7027796],"category_scores_gemma":[0.00135637,0.0005102362,0.0003915293,0.00181439,0.001008495,0.0016817,0.001703791,0.001524176,0.4013126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008757334,"about_ca_system_score_gemma":0.01194493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7645624,"about_ca_topic_score_gemma":0.9438844,"domain_scores_codex":[0.9993493,0.00002108491,0.00001014409,0.00004969029,0.0003217556,0.0002480558],"domain_scores_gemma":[0.998175,0.00004628718,0.00003753193,0.00006500664,0.0006298001,0.001046376],"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":[0.000009152905,0.000005674049,0.0001857509,0.00001230615,4.594321e-7,0.0000212195,0.00005399646,0.000003896828,0.00004126051,0.0001703519,0.9954247,0.00407122],"study_design_scores_gemma":[0.000004177441,0.000003475906,0.001145328,0.0000185166,8.398458e-7,0.000009232205,0.0003493524,0.000006471745,0.00002222897,0.00002461673,0.9984115,0.000004249287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001591209,0.0007775442,0.0001091423,0.009535588,0.002778633,0.0001076719,0.003560548,0.000528321,0.9810114],"genre_scores_gemma":[0.001123261,0.0001875316,0.00003087952,0.0005165331,0.00007235421,0.00001364462,0.0003365415,0.00007244957,0.9976469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7027796,"threshold_uncertainty_score":0.4736482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00791865686541013,"score_gpt":0.2296532126575512,"score_spread":0.2217345557921411,"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."}}