{"id":"W1555038297","doi":"10.18357/ijcyfs43.1201312622","title":"DELIBERATION MODELS FEATURING YOUTH PARTICIPATION","year":2013,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Social Media and Politics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Deliberative democracy; Legitimacy; Political science; Style (visual arts); Democracy; Tokenism; Citizen journalism; Psychology; Sociology; Public relations; Social psychology; Politics; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001896345,0.00007014746,0.0001360947,0.00008546538,0.0002323386,0.0001073245,0.000121335,0.00004392037,0.000003876477],"category_scores_gemma":[0.0003796564,0.00005809662,0.00004901137,0.00005864714,0.0001419496,0.0005272657,0.00002766078,0.0001107134,0.000003180569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006050602,"about_ca_system_score_gemma":0.00004308458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003431914,"about_ca_topic_score_gemma":0.00003428708,"domain_scores_codex":[0.9990094,0.00006769741,0.0002674656,0.00006559477,0.0004457754,0.0001440962],"domain_scores_gemma":[0.9985755,0.00009893977,0.000181203,0.00002903556,0.001017986,0.00009731847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004974996,0.00008715934,0.0231621,0.000007026844,0.0006298355,0.000006621935,0.9340624,0.0001980124,0.0000415352,0.009688847,0.001965508,0.0301012],"study_design_scores_gemma":[0.001533977,0.0001943521,0.07748977,0.0003267945,0.000254485,0.000006570654,0.883566,0.0001866483,0.0001919384,0.03303322,0.002872419,0.0003437719],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853909,0.002233806,0.0002170955,0.007119126,0.001727167,0.00008101291,0.000009833839,0.00001164203,0.003209437],"genre_scores_gemma":[0.9946901,0.002210917,0.0001303614,0.001426771,0.001491086,0.000002817866,0.000003018614,0.00000470641,0.00004027983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05432767,"threshold_uncertainty_score":0.2369111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08334126609118783,"score_gpt":0.3492385549728133,"score_spread":0.2658972888816254,"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."}}