{"id":"W2140813749","doi":"10.21083/partnership.v8i1.2502","title":"Seeing Through the Eyes of Students: Participant Observation in an Academic Library","year":2013,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Participant observation; Popularity; Ethnography; Psychology; Sociology; Applied psychology; Mathematics education; Social psychology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001046187,0.00006293957,0.00009975221,0.0001230366,0.0005558681,0.001247229,0.0002921258,0.00004687116,0.0005487546],"category_scores_gemma":[0.0001819125,0.00003130901,0.00001981092,0.000133223,0.000354718,0.05303062,0.00004226203,0.0006002336,0.000007502249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005505279,"about_ca_system_score_gemma":0.0002464802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738365,"about_ca_topic_score_gemma":0.0008038696,"domain_scores_codex":[0.9986126,0.0004224891,0.0004307423,0.00004303845,0.0002836892,0.0002074848],"domain_scores_gemma":[0.9989424,0.0004666595,0.0002275407,0.00009007175,0.0001172953,0.0001560086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008904826,0.00001917494,0.01725931,0.00008058894,0.00003781706,0.000004460949,0.2918564,0.0000209121,0.00001051028,0.676335,0.01061436,0.003672357],"study_design_scores_gemma":[0.0002293347,0.000194668,0.02542392,0.0001173498,0.0000144113,0.00001635892,0.2175384,0.0001539297,0.00004892996,0.005313095,0.7508812,0.00006836418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127789,0.001367403,4.282466e-7,0.05985691,0.0000653326,0.0002367371,0.000004420277,0.000003838263,0.025686],"genre_scores_gemma":[0.9945608,0.001072433,0.00003013231,0.003381679,0.0001732486,0.000009662507,0.000006760193,0.000004593316,0.0007607087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7402669,"threshold_uncertainty_score":0.9997896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.233524331824718,"score_gpt":0.3791365819814339,"score_spread":0.1456122501567159,"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."}}