{"id":"W2102892141","doi":"10.18061/dsq.v30i3/4.1293","title":"Sidewalk Stories: The Troubling Task of Identification","year":2010,"lang":"en","type":"article","venue":"Disability Studies Quarterly","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identification (biology); Task (project management); Aesthetics; Psychology; Art; Engineering; Biology","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":[0.002164797,0.0001098921,0.0002762073,0.0000152206,0.001145577,0.00007785064,0.0003582554,0.00008143362,0.00003724185],"category_scores_gemma":[0.001553487,0.00008245014,0.0001583486,0.000275554,0.001604894,0.0002447639,0.00001577832,0.0002084382,0.00002038207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009669108,"about_ca_system_score_gemma":0.00009063644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003515798,"about_ca_topic_score_gemma":0.05768313,"domain_scores_codex":[0.9983322,0.0003003812,0.0004164867,0.0002507797,0.0004336521,0.0002664935],"domain_scores_gemma":[0.9979839,0.000940284,0.0001878688,0.0004236418,0.0004098752,0.00005438606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003291286,0.00019347,0.02766306,0.00005164463,0.0001296078,2.70626e-7,0.8352143,7.542633e-7,0.002120911,0.09237266,0.0008840798,0.04133633],"study_design_scores_gemma":[0.0003128795,0.0001072949,0.04179752,0.00001004743,0.00007757772,1.091061e-7,0.8973515,0.0000174064,0.0000602453,0.02925515,0.03082136,0.0001889317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986165,0.0004415817,0.0001096309,0.007659576,0.001950304,0.0005016969,0.00001717411,0.00006909778,0.003085978],"genre_scores_gemma":[0.9989326,0.00003602298,0.0000186207,0.00006331093,0.0006157763,0.00006359304,0.000001983977,0.000006442201,0.0002616276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06311751,"threshold_uncertainty_score":0.9595117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390444620179926,"score_gpt":0.3801721221918905,"score_spread":0.3411276601738979,"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."}}