{"id":"W6998866362","doi":"","title":"Badges of Wisdom, Spaces for Being: A Study of Contemporary Women's Book Clubs","year":2004,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Ideology; Politics; Ethnography; Resistance (ecology); Interpretation (philosophy); Social group; Normative; Club","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849165,0.0001888809,0.0004045605,0.00044949,0.0003357736,0.00004657294,0.0005978552,0.0002382009,0.0001262898],"category_scores_gemma":[0.00007065266,0.0002104044,0.0001368934,0.0007404061,0.0002362994,0.001287832,0.00002541605,0.0001272238,0.00000284315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325056,"about_ca_system_score_gemma":0.001680206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665802,"about_ca_topic_score_gemma":0.08586182,"domain_scores_codex":[0.9984692,0.0001297806,0.0002814723,0.00036319,0.0004911424,0.000265216],"domain_scores_gemma":[0.9987894,0.0001395661,0.0005128939,0.0001992986,0.0002213087,0.0001374806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003718506,0.004491131,0.7241592,0.001339023,0.0008037837,0.0001721124,0.1357753,0.0001019212,0.0001516192,0.09234106,0.0349495,0.001996761],"study_design_scores_gemma":[0.001125537,0.0009641996,0.0009702215,0.0001157662,0.00005776191,3.208822e-10,0.8582947,0.000001430495,0.001494961,0.001050412,0.1356945,0.0002304357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431238,0.000108939,0.000008310813,0.0001561421,0.0003573986,0.001019266,0.00004854957,0.00003997807,0.05513767],"genre_scores_gemma":[0.9511495,0.00007034297,0.00003468703,0.00003207701,0.00006818997,0.000004538845,0.0001512321,0.00001267453,0.04847672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.723189,"threshold_uncertainty_score":0.9308188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134306207436379,"score_gpt":0.2651329425500821,"score_spread":0.2437898804757183,"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."}}