{"id":"W7019075238","doi":"","title":"Experimenting for transformation:the case of technologies for inclusive employment","year":2024,"lang":"en","type":"book","venue":"VU Research Portal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Work (physics); Government (linguistics); Key (lock); Process (computing); Agency (philosophy); Information technology; Context (archaeology); Face (sociological concept)","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":[],"consensus_categories":[],"category_scores_codex":[0.003694096,0.0001347397,0.0002142927,0.0002454461,0.001008107,0.0001447239,0.0004507234,0.0002314507,0.0002575827],"category_scores_gemma":[0.0008338279,0.0001041262,0.0002281719,0.000209708,0.001101953,0.0001100014,0.0001294278,0.000300651,0.0000192218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003810574,"about_ca_system_score_gemma":0.002238067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007294372,"about_ca_topic_score_gemma":0.003542295,"domain_scores_codex":[0.9980773,0.00008855075,0.0004314554,0.0002954419,0.0006272134,0.0004800681],"domain_scores_gemma":[0.9980422,0.0009240593,0.0001004177,0.0003004477,0.0005649441,0.00006788291],"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":[0.0000216131,0.0000960446,0.000001946926,0.0004166413,0.0000881699,0.00001249571,0.04726166,7.681178e-7,0.00001248416,0.6188427,0.3106114,0.02263406],"study_design_scores_gemma":[0.000118182,0.0001226375,2.215829e-7,0.0001054825,0.00002450887,0.000004790442,0.1416651,0.00001358121,0.0003816132,0.06536239,0.7921038,0.00009771033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003096771,0.002271028,0.0002329145,0.04196455,0.001236125,0.01092459,0.0007230538,0.0003063315,0.9392446],"genre_scores_gemma":[0.1249349,0.0002684382,0.0004502037,0.00005904832,0.0007951728,0.005999428,0.0002575587,0.00006770671,0.8671675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5534803,"threshold_uncertainty_score":0.7753649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451342053141832,"score_gpt":0.5020160458781623,"score_spread":0.3568818405639791,"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."}}