{"id":"W6987832750","doi":"","title":"Us and Them, Now and Then: 
\\nA historical comparison of the representation of diversity 
\\nand gender equality in Québec’s elementary school textbook illustrations","year":2020,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circumstantial evidence; Point (geometry); Set (abstract data type); Work (physics); Representation (politics); Exposition (narrative)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069287,0.0002204653,0.000181586,0.00116117,0.009511082,0.005900361,0.000816097,0.0008097578,0.01405136],"category_scores_gemma":[0.002713166,0.0001560942,0.0002168689,0.002141593,0.006311334,0.001619477,0.001137155,0.001187481,0.0006607881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04498545,"about_ca_system_score_gemma":0.02216976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703282,"about_ca_topic_score_gemma":0.988501,"domain_scores_codex":[0.9991838,0.0002305431,0.00001954126,0.0001096173,0.0002675531,0.0001888821],"domain_scores_gemma":[0.9980725,0.0004348331,0.0001368146,0.0001467453,0.0009523536,0.0002567574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001557789,0.00005300739,0.06338759,0.000659566,0.00004468977,0.002589309,0.3552652,0.000953541,0.006455673,0.201266,0.1122984,0.2568713],"study_design_scores_gemma":[0.000004042313,0.00002862464,0.05806152,0.0003706207,0.00001711542,0.0004813941,0.0763956,0.0001912424,0.001288207,0.001293142,0.8618091,0.0000593898],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4996564,0.02581308,0.005109544,0.04180085,0.001131147,0.00008383595,0.001802957,0.0002749938,0.4243272],"genre_scores_gemma":[0.9178784,0.004554421,0.001501694,0.001124847,0.00004002398,0.00002319485,0.0002429881,0.00006786611,0.07456649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04498545,"threshold_uncertainty_score":0.3263938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09892014140038448,"score_gpt":0.3530149668220124,"score_spread":0.254094825421628,"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."}}