{"id":"W4386363967","doi":"10.1007/978-3-031-36302-3_2","title":"Understanding School Administrators’ and Teachers’ Perceptions of Gender-Inclusive Washroom Design: A Canadian Case Study","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Promotion (chess); Perception; Quality (philosophy); Inclusion (mineral); Perspective (graphical); Pedagogy; Public relations; Psychology; Sociology; Political science; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.009124395,0.0004268555,0.0004780949,0.00174637,0.02808104,0.008691982,0.003310962,0.002307364,0.003701651],"category_scores_gemma":[0.01344196,0.0006295309,0.0004844906,0.003420811,0.01093304,0.003835031,0.004672063,0.00320951,0.0002713851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08417292,"about_ca_system_score_gemma":0.1259146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.949966,"about_ca_topic_score_gemma":0.9883143,"domain_scores_codex":[0.9899711,0.002849124,0.0002170555,0.0006156262,0.002696761,0.003650454],"domain_scores_gemma":[0.9878385,0.004053659,0.001192503,0.0003040015,0.004420748,0.002190551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007655092,0.0006287126,0.05164962,0.0001117975,0.000008991333,0.001138455,0.9160793,0.0002004824,0.0009691631,0.007190954,0.00366843,0.01827747],"study_design_scores_gemma":[0.000004181304,0.000037088,0.01822557,0.00006418845,0.000007613518,0.00005780821,0.9730929,0.00008100928,0.000202919,0.0002086581,0.008002473,0.00001558642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742854,0.0003773526,0.0006475496,0.002552357,0.00002780735,0.0001246018,0.00005368715,0.000009444604,0.02192179],"genre_scores_gemma":[0.9921896,0.0004585329,0.0008732021,0.000327581,0.000003318406,0.00005725673,0.00002586465,0.00001085021,0.006053884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08417292,"threshold_uncertainty_score":0.6107202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145097085753914,"score_gpt":0.3343315335256985,"score_spread":0.2198218249503071,"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."}}