{"id":"W1705525976","doi":"","title":"Risk Sensemaking, Broadband Technology and Identities: A Critical Perspective","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sensemaking; Perspective (graphical); Public relations; Sociology; Broadband; Rural community; Scale (ratio); Political science; Geography; Socioeconomics; Cartography; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127851,0.00008571486,0.0001099745,0.0002747147,0.001010179,0.0001433287,0.000140579,0.00009163884,0.00008465965],"category_scores_gemma":[0.0004277237,0.00008190516,0.00005376135,0.0002780299,0.0005131264,0.0002232008,0.00003746495,0.001015125,0.00003940074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512603,"about_ca_system_score_gemma":0.000909625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518352,"about_ca_topic_score_gemma":0.0136179,"domain_scores_codex":[0.9980529,0.0001043482,0.0001333935,0.0001739328,0.0002533022,0.00128212],"domain_scores_gemma":[0.9996191,0.0000291096,0.0000639788,0.00007671295,0.0001263408,0.0000847817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000779422,0.00002968141,0.0005737026,0.000001125009,0.00003930132,0.000007720326,0.007464977,0.00000528397,0.00001577873,0.9868487,0.0000647218,0.00494127],"study_design_scores_gemma":[0.0003623877,0.0001191225,0.0003266283,0.000009276561,0.0000312921,0.0001168184,0.1804892,0.000001921391,0.000003583748,0.8105555,0.007896822,0.00008741528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420464,0.00857873,0.05143689,0.04246377,0.0005733224,0.0003388455,0.000003017802,0.0002435311,0.05431551],"genre_scores_gemma":[0.973217,0.02342004,0.0001909881,0.0001155995,0.0002437737,0.000003568939,1.102541e-7,0.000008495642,0.002800486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762931,"threshold_uncertainty_score":0.7769581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007080061788435066,"score_gpt":0.3160875017886955,"score_spread":0.3090074400002605,"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."}}