{"id":"W4205322361","doi":"10.4018/978-1-7998-8025-7.ch001","title":"Intentional Inclusion","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in educational marketing, administration, and leadership book series","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Pedagogy; Inclusion (mineral); Multiculturalism; Refugee; Multilingualism; English language; Sociology; Psychology; Mathematics education; Political science; Gender studies","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":[0.002282611,0.0007885334,0.0005137931,0.001491438,0.005678226,0.01091069,0.001545756,0.001906918,0.02609387],"category_scores_gemma":[0.004663048,0.0003938783,0.000846688,0.001293182,0.01260287,0.008681491,0.01105854,0.002176342,0.006979109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005485145,"about_ca_system_score_gemma":0.006386139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007677102,"about_ca_topic_score_gemma":0.009567846,"domain_scores_codex":[0.9965749,0.001413088,0.0001634803,0.0005623867,0.0008194743,0.0004665641],"domain_scores_gemma":[0.9978517,0.0005422494,0.0001566975,0.0007533982,0.0004527154,0.0002432298],"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":[0.000005140621,0.000008081813,0.0001589289,0.00003880103,0.000002621562,0.0000648088,0.005613433,0.00005378468,0.00007090246,0.976424,0.00663173,0.01092777],"study_design_scores_gemma":[0.000005827535,0.00001307196,0.0002516849,0.0002284382,0.000009887932,0.0002328067,0.004473352,0.0002658115,0.0002767122,0.2818874,0.7123455,0.000009483538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003683032,0.0009804395,0.02480507,0.002571803,0.0003956614,0.0001031182,0.0001164547,0.0001630967,0.9671813],"genre_scores_gemma":[0.4346065,0.00300472,0.02866176,0.001499661,0.0003351355,0.0007015024,0.0006405017,0.0004730111,0.5300772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02609387,"threshold_uncertainty_score":0.08729267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07354432598371757,"score_gpt":0.3941263190181491,"score_spread":0.3205819930344315,"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."}}