{"id":"W2567474170","doi":"","title":"Promoting Youth Empowerment and Social Change In/Through School Science","year":2016,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; General partnership; Sociology; Pedagogy; Work (physics); Science education; Social justice; Public relations; Positive Youth Development; Political science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002898388,0.00007920757,0.0001111885,0.0005441864,0.003404569,0.0002349369,0.0003040861,0.0000930825,0.000009238227],"category_scores_gemma":[0.0009746166,0.00006006471,0.00001374103,0.001255343,0.003075783,0.002121924,0.00007545923,0.0001341677,0.000001756445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006303449,"about_ca_system_score_gemma":0.003605956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001390433,"about_ca_topic_score_gemma":0.0001028331,"domain_scores_codex":[0.9985868,0.00001967139,0.0001719822,0.0002828132,0.0004645041,0.0004742348],"domain_scores_gemma":[0.9992081,0.00002601364,0.0001614327,0.00005678329,0.0004326889,0.0001149664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001138594,0.0001252945,0.3383968,0.000009009647,0.000003683108,7.67518e-7,0.1865914,7.462981e-10,0.006820219,0.03640703,0.00007325298,0.4315612],"study_design_scores_gemma":[0.001512723,0.0004106697,0.6450603,0.0003599193,0.00003925054,0.00004915563,0.2012795,0.000007538524,0.00630291,0.1156126,0.0285533,0.00081218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675673,0.00004361568,0.00003026831,0.03011048,0.0007262231,0.0003544768,0.000001293785,0.00002901815,0.00113733],"genre_scores_gemma":[0.9988471,0.00012365,0.0003234163,0.0001600175,0.0002507586,0.00004833003,2.446588e-7,0.000004144027,0.0002423806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.430749,"threshold_uncertainty_score":0.9996372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215795019220913,"score_gpt":0.3816574008148358,"score_spread":0.3394994506226267,"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."}}