{"id":"W3081929203","doi":"10.5206/eei.v30i2.11082","title":"Making the Unknown or Invisible Accessible: The Collaborative Development of Inclusion-Focused Open-Access Case Studies for Principals and Other School Leaders","year":2020,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Wilfrid Laurier University; Memorial University of Newfoundland","funders":"","keywords":"Bridging (networking); Inclusion (mineral); Pedagogy; Process (computing); Psychology; Sociology; Public relations; Mathematics education; Political science; Computer science; Social psychology","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":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.2617269,0.001546732,0.001643806,0.009632224,0.01514265,0.02156449,0.009082062,0.00547203,0.004103548],"category_scores_gemma":[0.2858715,0.001565111,0.001836695,0.004703209,0.01882172,0.02169163,0.04331699,0.006250434,0.0009105804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01127037,"about_ca_system_score_gemma":0.03077641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433715,"about_ca_topic_score_gemma":0.008194244,"domain_scores_codex":[0.6572186,0.3120534,0.009133508,0.00594187,0.01181102,0.003841535],"domain_scores_gemma":[0.6238275,0.3082525,0.01071408,0.0295769,0.01864751,0.008981487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009622108,0.0007295682,0.003007326,0.001797681,0.00008517442,0.002350016,0.798274,0.0006577449,0.0008959023,0.02690861,0.005515167,0.1596826],"study_design_scores_gemma":[0.0001653256,0.0003289662,0.001703924,0.007076716,0.0001535781,0.001740396,0.7878624,0.001658665,0.002207416,0.04518519,0.1517545,0.0001629889],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4489622,0.01609784,0.3277031,0.05903818,0.002566873,0.03308906,0.0008143051,0.000744813,0.1109835],"genre_scores_gemma":[0.6076245,0.007793396,0.3581111,0.002091085,0.0002425299,0.01698611,0.0004207355,0.0002222086,0.006508162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9909179,"threshold_uncertainty_score":0.9104222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6375253426322521,"score_gpt":0.6038003033990841,"score_spread":0.03372503923316805,"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."}}