{"id":"W3009631760","doi":"10.1002/9781118766804.wbiect265","title":"<scp>D</scp>ewey,<scp>J</scp>ohn","year":2016,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication Theory and Philosophy","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pragmatism; Citizen journalism; Democracy; Sociology; Resource (disambiguation); Epistemology; Computer science; Political science; Philosophy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001702505,0.0004146822,0.0004548569,0.0004711929,0.0002847341,0.00005214646,0.003410417,0.0004402363,0.005286882],"category_scores_gemma":[0.001112763,0.0003192181,0.0001935988,0.0001947373,0.0008525989,0.0001135147,0.0006441424,0.0007713133,0.001219259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006875327,"about_ca_system_score_gemma":0.0001546493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572871,"about_ca_topic_score_gemma":0.0000495283,"domain_scores_codex":[0.9962888,0.001699882,0.000824704,0.0004166671,0.0004737487,0.0002961613],"domain_scores_gemma":[0.9867133,0.008612011,0.001283597,0.002920331,0.0003147345,0.0001559872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001409765,0.0001470176,0.0002411772,0.000029753,0.0002296524,3.520279e-7,0.004237043,2.936421e-7,0.000003287156,0.6023847,0.389726,0.00298668],"study_design_scores_gemma":[0.0003853751,0.00002849179,0.0007520709,0.0002463015,0.00004968166,0.00001224321,0.001384987,0.000001417766,0.000005820591,0.2920074,0.7050629,0.00006329215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004020872,0.01411902,0.0001922648,0.008092018,0.001816695,0.0005872286,0.0003255214,0.0001844668,0.9742807],"genre_scores_gemma":[0.02904092,0.03023729,0.0003986885,0.002135918,0.001396243,0.0003386936,0.0004128001,0.0002987234,0.9357407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3153369,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742745941377817,"score_gpt":0.345044305939396,"score_spread":0.3176168465256178,"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."}}