{"id":"W4292501422","doi":"10.1007/978-3-031-09819-2_10","title":"Making Making Accessible to All","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Disadvantaged; Affordance; Context (archaeology); Pedagogy; Mathematics education; Psychology; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005226514,0.0001431072,0.0001679075,0.0001154463,0.0004362497,0.0001965711,0.0004781086,0.0001036504,0.1926949],"category_scores_gemma":[0.00006203541,0.0001525121,0.0001048546,0.00005434939,0.00006947516,0.0001169395,0.000231602,0.0001822356,0.0009521048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005696806,"about_ca_system_score_gemma":0.00031884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007026321,"about_ca_topic_score_gemma":0.004559509,"domain_scores_codex":[0.9985322,0.00003549821,0.0002209903,0.0003444251,0.0005916475,0.0002752845],"domain_scores_gemma":[0.99942,0.00006712739,0.0000824306,0.0002702802,0.00004577916,0.0001143714],"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":[0.000002981253,0.0000188437,0.00006484867,0.000008722385,0.00001603195,0.000001145492,0.00911174,0.000004165638,2.846594e-7,0.9014485,0.07687575,0.01244701],"study_design_scores_gemma":[0.00002190031,0.0000122787,0.00002820016,0.00003197675,0.00001361343,1.72411e-7,0.002847266,4.291096e-7,3.355558e-7,0.02079487,0.976051,0.0001979675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003297169,0.00004164924,0.00002894594,0.01498084,0.00118522,0.0003606259,0.000006596101,0.0001414832,0.9832217],"genre_scores_gemma":[0.009908956,0.00002935646,0.0005341774,0.01006997,0.0004004884,0.00003226455,0.00001137376,0.00002815154,0.9789852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8991752,"threshold_uncertainty_score":0.9998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2247947527719153,"score_gpt":0.4483331461082864,"score_spread":0.2235383933363711,"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."}}