{"id":"W4400584078","doi":"10.56105/cjsae.v31i2.5540","title":"Critically Engaging Volunteer Guides","year":2019,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Facilitator; Scholarship; Exhibition; Pedagogy; Sociology; Subject matter; Subject (documents); Narrative; Reflexivity; Visual arts; Psychology; Art; Political science; Library science; Social science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.01541893,0.0007977015,0.000482936,0.0009605775,0.009289303,0.006436679,0.002467668,0.003532719,0.007399314],"category_scores_gemma":[0.03003477,0.0004857826,0.0005146656,0.0007383206,0.01019255,0.003933835,0.01055449,0.002742477,0.002358573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004736502,"about_ca_system_score_gemma":0.009015085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004534917,"about_ca_topic_score_gemma":0.01749935,"domain_scores_codex":[0.980038,0.01629839,0.000324231,0.0008539336,0.001011543,0.001473911],"domain_scores_gemma":[0.9788902,0.01080435,0.0007584947,0.002298038,0.002853726,0.004395219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001247243,0.0001339529,0.002433301,0.0002936697,0.000008181971,0.002861392,0.9113129,0.0002375449,0.001557827,0.01298151,0.03022862,0.0378264],"study_design_scores_gemma":[0.00001430722,0.0001350697,0.0008728149,0.0003173628,0.000007298798,0.0009821251,0.5379558,0.0001246936,0.0008196741,0.003841142,0.4549019,0.00002795107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7276057,0.002679448,0.04541553,0.02278687,0.001916635,0.002693582,0.0004332089,0.001031579,0.1954375],"genre_scores_gemma":[0.8709303,0.00133994,0.03010703,0.003392892,0.0001648337,0.001337392,0.0003232785,0.0003280317,0.09207629],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01541893,"threshold_uncertainty_score":0.0815441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666183451687745,"score_gpt":0.2668408357647566,"score_spread":0.2401790012478791,"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."}}