{"id":"W6894318156","doi":"10.5683/sp3/fhv6gy","title":"Environics Focus Canada 2004-1","year":2010,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovative Research Group (Canada)","funders":"","keywords":"Public opinion; Focus (optics); Field (mathematics); Focus group; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008678164,0.002290378,0.001658937,0.006864093,0.002523104,0.003601929,0.00362096,0.001332832,0.04624144],"category_scores_gemma":[0.00534592,0.0009898612,0.001163457,0.02029132,0.0006034002,0.001218813,0.001506221,0.001969314,0.03984679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02378283,"about_ca_system_score_gemma":0.04218049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.972634,"about_ca_topic_score_gemma":0.9869822,"domain_scores_codex":[0.9983596,0.0001111573,0.0001060233,0.0003400538,0.0006540957,0.0004290286],"domain_scores_gemma":[0.9952158,0.0002184226,0.0003078299,0.0003751376,0.003411109,0.0004716687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002950238,0.000008540716,0.001331242,0.0001056661,0.00001670664,0.00001359325,0.00002314692,0.0001218975,0.00002022244,0.0003011789,0.997052,0.0009763362],"study_design_scores_gemma":[0.0001241925,0.00001035493,0.02399757,0.0002316216,0.00004011181,0.00004280889,0.0002426034,0.0004967437,0.0002170243,0.0003877843,0.9741658,0.00004330636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001851286,0.00005191547,0.00002126743,0.00005886671,0.00001475448,0.000008171909,0.9987044,0.00007155566,0.0008838407],"genre_scores_gemma":[0.0006235792,0.00005890187,0.0001028512,0.00003190279,0.000005525211,0.00003186837,0.9969612,0.00003069174,0.002153634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04624144,"threshold_uncertainty_score":0.1725573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008309432425378285,"score_gpt":0.2217693724431865,"score_spread":0.2134599400178082,"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."}}