{"id":"W1657530721","doi":"10.15353/joci.v8i1.3060","title":"Roadblocks and Resolutions in the Technological Journey","year":2012,"lang":"ru","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Ethnography; Club; Political science; Art; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02114048,0.0007245316,0.0007196554,0.002990104,0.02644243,0.03209607,0.003261528,0.01001554,0.0125585],"category_scores_gemma":[0.04454395,0.0008720908,0.001299892,0.003282356,0.03134547,0.03689842,0.0280548,0.0217693,0.002954219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009711635,"about_ca_system_score_gemma":0.02584203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007702649,"about_ca_topic_score_gemma":0.009986262,"domain_scores_codex":[0.9713273,0.01520329,0.001852861,0.002439301,0.00430957,0.004867688],"domain_scores_gemma":[0.9751853,0.007588364,0.001952198,0.002157021,0.00485835,0.008258824],"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":[0.0001137926,0.000192013,0.004071482,0.0004033864,0.00002837188,0.002250663,0.1767367,0.0005000356,0.0004363023,0.6903149,0.06327816,0.06167418],"study_design_scores_gemma":[0.00001364089,0.00004741372,0.00102331,0.0005867055,0.000008397786,0.0005627413,0.3227048,0.0002400082,0.000174597,0.1266531,0.5479367,0.00004861004],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.117615,0.01568691,0.01712075,0.6897248,0.01183582,0.0003545612,0.0002755597,0.0003327426,0.1470539],"genre_scores_gemma":[0.8701242,0.0125398,0.01625596,0.03151187,0.002508492,0.000647861,0.0004183823,0.0003179517,0.06567556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03209607,"threshold_uncertainty_score":0.1118028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05735581123307127,"score_gpt":0.322379274084152,"score_spread":0.2650234628510807,"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."}}