{"id":"W2038180379","doi":"10.4018/jksr.2011070101","title":"Multiple Solitudes","year":2011,"lang":"en","type":"article","venue":"International Journal of Knowledge Society Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Affordance; Curriculum; Christian ministry; Knowledge management; Political science; Public relations; Computer science; Sociology; Pedagogy; Human–computer interaction","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0108224,0.00008941476,0.0002005852,0.0002052314,0.0005335535,0.00002614287,0.0009691044,0.0001708051,0.002608901],"category_scores_gemma":[0.002243475,0.00006777854,0.0002382468,0.0002891786,0.0001864405,0.00105028,0.0003021836,0.001790781,0.0007985228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005257504,"about_ca_system_score_gemma":0.001397074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008402562,"about_ca_topic_score_gemma":0.00003008503,"domain_scores_codex":[0.9960733,0.0008381349,0.001569411,0.0001194205,0.0009365914,0.0004631161],"domain_scores_gemma":[0.9888957,0.00127982,0.0005403815,0.0001847109,0.008839432,0.0002599609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005505426,0.0007675416,0.6135583,0.0003116122,0.0002820518,0.00001026802,0.172231,9.239101e-7,0.0002885672,0.006015498,0.1691601,0.03682355],"study_design_scores_gemma":[0.0030672,0.0002588878,0.2324724,0.0006687022,0.000009242598,0.00002246017,0.02321554,0.00225186,0.0006108661,0.006905382,0.7303235,0.000193928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7059891,0.001027863,0.006633617,0.001764921,0.006500288,0.0006707954,0.00003915126,0.00005730913,0.277317],"genre_scores_gemma":[0.9889278,0.0003022722,0.006303707,0.0006460192,0.001411502,0.00002070026,0.000005387944,0.00001234786,0.002370263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5611634,"threshold_uncertainty_score":0.9999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3472951066676621,"score_gpt":0.5896749877529621,"score_spread":0.2423798810853001,"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."}}