{"id":"W4290547228","doi":"10.29173/cais1266","title":"100 Years of marginalization","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Outreach; Subject (documents); Harm; Cultural heritage; Public relations; Political science; Sociology; Library science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005331634,0.0004103,0.0007501577,0.001987875,0.01337285,0.009697471,0.001093856,0.002073995,0.02758952],"category_scores_gemma":[0.01020513,0.0002587731,0.0004931791,0.002300341,0.02233528,0.01136332,0.01488134,0.005269148,0.004091741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007106448,"about_ca_system_score_gemma":0.00523839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527938,"about_ca_topic_score_gemma":0.01562736,"domain_scores_codex":[0.9952042,0.002007707,0.0001344745,0.0005782452,0.0008063547,0.001269067],"domain_scores_gemma":[0.9954551,0.001298532,0.0003390098,0.0005882464,0.001016087,0.001302961],"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":[0.00008438445,0.00007658915,0.004400618,0.0001656642,0.00001950033,0.001209224,0.30406,0.00008023076,0.0004415026,0.5426212,0.06760285,0.07923815],"study_design_scores_gemma":[0.000004461016,0.000026828,0.002653572,0.0002543792,0.000004865338,0.0004818227,0.09599435,0.00005139794,0.000124525,0.03939089,0.8609952,0.00001774995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2579267,0.02837263,0.003144349,0.1685894,0.003592283,0.00008543437,0.0003409956,0.0001809349,0.5377674],"genre_scores_gemma":[0.8671446,0.01072759,0.0005972573,0.01953452,0.00090322,0.00009536306,0.0001393234,0.0002116461,0.1006464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02758952,"threshold_uncertainty_score":0.09229618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310500752671407,"score_gpt":0.2753566473855225,"score_spread":0.2443065721183818,"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."}}