{"id":"W2612746247","doi":"","title":"Consumerism & Science Education","year":2011,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Consumerism; Political science; Law","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":[0.001644285,0.0001079173,0.0001022004,0.001933956,0.00210717,0.0001907671,0.0006727412,0.00008644549,0.0004155081],"category_scores_gemma":[0.0006897206,0.00009609519,0.00002434235,0.002804244,0.003994734,0.001129974,0.00004407255,0.0002493908,0.00007451466],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448632,"about_ca_system_score_gemma":0.009789462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006037548,"about_ca_topic_score_gemma":0.000006778026,"domain_scores_codex":[0.9985977,0.00001576363,0.0002203294,0.0004345957,0.0003146838,0.0004168954],"domain_scores_gemma":[0.9977455,0.00003071595,0.0002124282,0.000346611,0.001424029,0.0002407132],"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":[0.0000155383,0.0009390531,0.0189683,0.000004432413,0.000006152748,1.85875e-7,0.008008202,2.177667e-8,0.02978741,0.2259559,0.01109261,0.7052221],"study_design_scores_gemma":[0.0005334484,0.0007637721,0.571759,0.00007347491,0.00007179654,0.002546629,0.1420036,0.00004035464,0.01361841,0.1359176,0.1320236,0.000648286],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477815,0.0001761871,0.0005691302,0.004577755,0.01063777,0.0003218053,0.000001468356,0.00006533443,0.03586903],"genre_scores_gemma":[0.991181,0.00002703025,0.004392119,0.0004303669,0.0001878601,0.0001281809,8.90684e-7,0.00000711858,0.003645468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7045739,"threshold_uncertainty_score":0.9991919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06037437370077206,"score_gpt":0.4227953371157467,"score_spread":0.3624209634149747,"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."}}