{"id":"W3080688626","doi":"","title":"Foreword: Inclusion Education: a Burning Issue for Researchers around the World","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Political science; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00546888,0.0001921899,0.0003938485,0.0003619943,0.004794993,0.001530042,0.003353413,0.00008233472,0.005498044],"category_scores_gemma":[0.003496748,0.0001456976,0.0001483514,0.002636456,0.0003168995,0.001991818,0.002917924,0.0005827832,0.00001271104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796587,"about_ca_system_score_gemma":0.001268485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004726645,"about_ca_topic_score_gemma":0.002174773,"domain_scores_codex":[0.9964821,0.001089908,0.0005272008,0.0003708956,0.001111313,0.0004186046],"domain_scores_gemma":[0.9967808,0.001285991,0.0005508815,0.0002806461,0.0007242874,0.0003774666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004711387,0.0002568702,0.05334437,0.0000838803,0.00009875673,0.000003849977,0.05174633,0.0001370411,0.009298379,0.005770823,0.7402161,0.1385725],"study_design_scores_gemma":[0.0002798,0.00002004976,0.01190969,0.0002830619,0.00003308267,4.198893e-7,0.01017516,0.0003168385,0.001006735,0.01644463,0.9592931,0.0002374782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6493185,0.03564976,0.002450677,0.1471163,0.002509633,0.004359577,0.0001046299,0.000172643,0.1583183],"genre_scores_gemma":[0.9843851,0.002496409,0.0005601413,0.002931035,0.002115655,0.0001092765,0.0000116821,0.00003611907,0.007354603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350666,"threshold_uncertainty_score":0.9995065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4054376364719893,"score_gpt":0.6319859499442603,"score_spread":0.226548313472271,"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."}}