{"id":"W2954879745","doi":"10.1080/09687599.2019.1629687","title":"Negotiating disability. Disclosure and higher education","year":2019,"lang":"en","type":"article","venue":"Disability & Society","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Negotiation; Psychology; Higher education; Medical education; Public relations; Sociology; Political science; Medicine","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":[],"category_scores_codex":[0.0005002352,0.000173819,0.000299869,0.000005920269,0.0001087846,0.00005883577,0.0001044193,0.0001386432,0.001102478],"category_scores_gemma":[0.0001508556,0.0001435906,0.0002239235,0.0002459345,0.0006291225,0.0001990304,0.0001371448,0.0004083456,0.00008861034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004565,"about_ca_system_score_gemma":0.0001440002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003857,"about_ca_topic_score_gemma":0.000007428918,"domain_scores_codex":[0.9983274,0.00008472078,0.0002785747,0.0005423342,0.000433479,0.0003334768],"domain_scores_gemma":[0.9987154,0.0001910994,0.00005197373,0.0007049388,0.000126087,0.0002104723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355955,0.0006034977,0.9866253,0.0004828225,0.00003647793,9.816635e-8,0.0003171874,7.033408e-7,0.001519253,0.0007411252,0.001747652,0.007790255],"study_design_scores_gemma":[0.0004930886,0.0004047051,0.9888763,0.0000491651,0.00004554518,0.00000631161,0.002741151,0.0001909776,0.00007114913,0.0005391072,0.006432599,0.0001499124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873648,0.0004638442,0.000003740936,0.006285829,0.0003401412,0.0009525045,0.00001159182,0.00008190895,0.004495654],"genre_scores_gemma":[0.995797,0.00002941135,0.0006076765,0.0005163277,0.0003137622,0.00005904276,0.00004868898,0.0000252112,0.002602823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00843227,"threshold_uncertainty_score":0.9998106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896175420350365,"score_gpt":0.3687713318502358,"score_spread":0.3398095776467321,"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."}}