{"id":"W6904754286","doi":"10.14288/1.0160126","title":"Colin Balzer, Festival Vancouver participant","year":2007,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Participant observation; Agency (philosophy); Ethnography; Data collection; Feature (linguistics)","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":[0.0009840867,0.0008012067,0.000459999,0.0008853982,0.01673558,0.005632848,0.0009125259,0.002289836,0.2862126],"category_scores_gemma":[0.002466463,0.0003806137,0.0002385165,0.0008183222,0.0008760201,0.001114437,0.002328862,0.00374835,0.06525039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005750754,"about_ca_system_score_gemma":0.007846477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.29727,"about_ca_topic_score_gemma":0.754804,"domain_scores_codex":[0.9993724,0.00005963416,0.000008609504,0.00008657312,0.0002050663,0.0002677897],"domain_scores_gemma":[0.9982997,0.00009972565,0.00001952462,0.00005100322,0.0006671894,0.000862915],"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":[0.00002924155,0.00001090648,0.0001623715,0.00001649194,0.000001047724,0.00005077421,0.0003830793,0.00001357683,0.00006178581,0.00111359,0.9948422,0.003314959],"study_design_scores_gemma":[0.000004898088,0.000004973926,0.0005442029,0.0000257203,0.000001214624,0.00002026271,0.002307061,0.00001766682,0.00008470732,0.0001904697,0.9967931,0.00000582475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007271855,0.001375127,0.0004379045,0.0283362,0.01297721,0.0002890044,0.005769339,0.0005323077,0.9430111],"genre_scores_gemma":[0.0071362,0.000177827,0.00006459315,0.0008358915,0.0002072225,0.00004231225,0.0004027247,0.0001392297,0.9909939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.70273,"threshold_uncertainty_score":0.9574765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939405222000726,"score_gpt":0.2076721995162699,"score_spread":0.1882781472962627,"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."}}