{"id":"W6948311402","doi":"10.48597/8c29-2nyn","title":"OC/EC at Toronto","year":2024,"lang":"en","type":"dataset","venue":"EBAS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007745115,0.003408643,0.001084934,0.003763414,0.001656246,0.002385714,0.002228697,0.002574423,0.05808241],"category_scores_gemma":[0.006885789,0.0008771578,0.001544823,0.00613831,0.0007984914,0.001201256,0.001586927,0.001692794,0.08864424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005711748,"about_ca_system_score_gemma":0.008346191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6436902,"about_ca_topic_score_gemma":0.8006191,"domain_scores_codex":[0.9982588,0.0001806934,0.000094139,0.000554623,0.0005320089,0.0003797751],"domain_scores_gemma":[0.995984,0.0004779509,0.0002270051,0.001100329,0.001675176,0.0005355795],"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":[0.00003881471,0.00001228959,0.0008135085,0.0001317923,0.00001762254,0.00001587125,0.00002142495,0.0004311016,0.00007782819,0.0002138611,0.9963297,0.001896369],"study_design_scores_gemma":[0.0002476429,0.00003437579,0.02698355,0.0002980698,0.00007789516,0.00009363051,0.0003246667,0.003844056,0.001309441,0.001300736,0.9653968,0.00008913384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007882456,0.000145755,0.0001170067,0.0001335582,0.00005763428,0.00001752582,0.9951221,0.0009008325,0.002717323],"genre_scores_gemma":[0.0016712,0.00006943567,0.000348481,0.0000380761,0.00001377833,0.00003356364,0.9953224,0.0001522372,0.002350873],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6436902,"threshold_uncertainty_score":0.7168164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334321379009243,"score_gpt":0.2991672520368899,"score_spread":0.2858240382467975,"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."}}