{"id":"W4237823823","doi":"10.3998/mpub.11778416.ch7.en","title":"WP:Catégorie is … liaison librarian contribution to local québécois LBGTQ+ content in Francophone Wikipedia","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Subject (documents); Library science; French; Sociology; Political science; Public relations; Humanities; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008048076,0.0003824001,0.0002342528,0.002760472,0.008763853,0.007245684,0.000809428,0.0008965015,0.03906522],"category_scores_gemma":[0.00100699,0.0001671095,0.0002729321,0.003921335,0.002518026,0.00322603,0.001943308,0.0008448903,0.004199491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02605236,"about_ca_system_score_gemma":0.01299918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7053514,"about_ca_topic_score_gemma":0.8803162,"domain_scores_codex":[0.9993817,0.0001098186,0.00001585608,0.00009213444,0.0002147867,0.0001856751],"domain_scores_gemma":[0.9989111,0.00015565,0.00004020265,0.00004669602,0.0005291862,0.0003171034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003425382,0.00004565989,0.005699346,0.0006267359,0.00001503367,0.0009402204,0.06246555,0.0001637403,0.001694483,0.1399338,0.5893601,0.1990212],"study_design_scores_gemma":[0.000001128254,0.000004173086,0.004293882,0.0001496086,0.00000345151,0.0001696886,0.008586295,0.00004510859,0.0001576539,0.0005414236,0.9860407,0.000006847356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03160893,0.009802112,0.001638977,0.009156383,0.001132788,0.0001086935,0.000729706,0.0004155995,0.9454069],"genre_scores_gemma":[0.1668768,0.004551591,0.001312193,0.001460982,0.0002095344,0.00006245594,0.0007869054,0.0002185853,0.8245209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9927543,"threshold_uncertainty_score":0.5927677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795119187501584,"score_gpt":0.2807299093710504,"score_spread":0.2527787174960346,"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."}}