{"id":"W4251503741","doi":"10.32920/ryerson.14649978","title":"Glad you're here","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Autoethnography; Grief; Context (archaeology); Betrayal; Empathy; Relevance (law); Psychology; Set (abstract data type); Psychoanalysis; Sociology; Aesthetics; Art; Social psychology; History; Psychotherapist; Political science; Gender studies; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004521926,0.0001594203,0.0003086395,0.00006673728,0.0003388031,0.0004373176,0.0007224817,0.000433578,0.009603493],"category_scores_gemma":[0.00436504,0.0001555757,0.0001820717,0.0002616604,0.0003859801,0.0001129153,0.001137255,0.0008157319,0.0002292927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002803119,"about_ca_system_score_gemma":0.002408261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008769345,"about_ca_topic_score_gemma":0.01042789,"domain_scores_codex":[0.9948344,0.002684725,0.0002283849,0.0005104338,0.001098354,0.0006436858],"domain_scores_gemma":[0.9982418,0.0004130961,0.00007255804,0.0005419612,0.0002886005,0.0004419334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020223,0.001468511,0.08943301,0.001225233,0.0009636938,0.001193603,0.2374247,0.0003396288,0.002632003,0.2335963,0.07899754,0.3526238],"study_design_scores_gemma":[0.0003526528,0.00006305752,0.008918867,0.0003804708,0.00007702648,6.144037e-7,0.126966,0.000677266,0.003597061,0.02190408,0.8358036,0.001259281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2569946,0.001013028,0.003286911,0.003338526,0.001362073,0.0004726145,0.000009572072,0.0002724899,0.7332501],"genre_scores_gemma":[0.9123026,0.000477053,0.01748687,0.0004581712,0.001028356,0.0001605442,0.00001638545,0.00003506805,0.06803492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7568061,"threshold_uncertainty_score":0.9978313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8177919094411398,"score_gpt":0.7171001699099627,"score_spread":0.100691739531177,"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."}}