{"id":"W2985868166","doi":"10.22215/etd/2016-11600","title":"An Infrastructure of Fragments","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Context (archaeology); Nature versus nurture; Focus (optics); Inner city; Center (category theory); Mile; Connection (principal bundle); Sociology; Geography; Media studies; Aesthetics; Art; Epistemology; Archaeology; Engineering; Regional science; Philosophy; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00186926,0.0004666636,0.0004427675,0.002411827,0.01081553,0.01010157,0.002549212,0.001510949,0.09000847],"category_scores_gemma":[0.006052474,0.000513174,0.0004938149,0.004728768,0.01325963,0.009065604,0.0127217,0.00221372,0.0112208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017403,"about_ca_system_score_gemma":0.008305761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0448587,"about_ca_topic_score_gemma":0.05858216,"domain_scores_codex":[0.9981061,0.000595396,0.00008223014,0.0004242344,0.0004984579,0.0002935883],"domain_scores_gemma":[0.9969913,0.0004498381,0.0001508989,0.001317845,0.0006066091,0.0004835042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005645333,0.00001997946,0.001138268,0.00007653469,0.000006495926,0.0003227505,0.02380021,0.0003854241,0.0005403514,0.8847027,0.03862641,0.0503245],"study_design_scores_gemma":[0.000007920719,0.00002093563,0.001113296,0.0001288138,0.000006373728,0.0002360919,0.008108133,0.0002406008,0.0001521754,0.07731879,0.9126555,0.00001140263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02082946,0.00248315,0.06217376,0.01001327,0.0005916628,0.000349343,0.001541726,0.0009090463,0.9011086],"genre_scores_gemma":[0.502046,0.002390786,0.0485214,0.002286559,0.000432302,0.0006877984,0.0029998,0.001729343,0.4389059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09000847,"threshold_uncertainty_score":0.3011083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00679255375298521,"score_gpt":0.314348872361076,"score_spread":0.3075563186080908,"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."}}