{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110651,0.0009492253,0.000403164,0.00479047,0.01338984,0.01226047,0.001510675,0.003181174,0.001451588],"category_scores_gemma":[0.01096242,0.0003334345,0.0002695154,0.002342123,0.06107246,0.01206282,0.006554874,0.004100535,0.0001291888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045541,"about_ca_system_score_gemma":0.006123089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008587666,"about_ca_topic_score_gemma":0.007281873,"domain_scores_codex":[0.9913879,0.00649814,0.000124773,0.0004565973,0.0008888945,0.000643727],"domain_scores_gemma":[0.9850219,0.01149473,0.001265762,0.0003146594,0.001163916,0.0007390446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002685404,0.00003359381,0.00180079,0.0001080768,0.000007981133,0.0004751339,0.6567234,0.0003325835,0.0004636784,0.3308358,0.0008251563,0.008366952],"study_design_scores_gemma":[0.000006974689,0.00003870423,0.0008360792,0.000211315,0.00000735955,0.0002318769,0.8466967,0.0003590047,0.0003643936,0.1111515,0.04007294,0.00002321527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.676639,0.01195382,0.04030849,0.07878236,0.0006660012,0.0002482324,0.00005440364,0.00003932897,0.1913082],"genre_scores_gemma":[0.9946467,0.001409263,0.001544486,0.0005714126,0.00007601713,0.00003175403,0.000005573683,0.00000751635,0.001707187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338984,"threshold_uncertainty_score":0.07585973,"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."}}