{"id":"W2745318664","doi":"10.17239/l1esll-2008.08.01.01","title":"Culture, language, knowledge about nature and naturally occurring events, and science literacy for all: She says, he says, they say","year":2008,"lang":"en","type":"article","venue":"L1 Educational Studies in Language and Literature","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Literacy; Scientific literacy; Deliberation; Conversation; Perspective (graphical); Sociology; Science education; Pedagogy; Epistemology; Psychology; Political science; Politics; Computer science; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002880651,0.0003667593,0.0004879073,0.0004885612,0.005209329,0.004682269,0.0006441087,0.004707617,0.003765335],"category_scores_gemma":[0.007860146,0.0002788029,0.0003477096,0.000404388,0.009013688,0.008550372,0.00203352,0.01024053,0.0008155622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622704,"about_ca_system_score_gemma":0.004206354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03099005,"about_ca_topic_score_gemma":0.04609044,"domain_scores_codex":[0.9986305,0.0006531168,0.00004794822,0.0001288909,0.0003766693,0.000162857],"domain_scores_gemma":[0.9931069,0.004644838,0.0003372073,0.0001509255,0.0007971272,0.0009631126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001130839,0.0001034609,0.008618701,0.0003800038,0.00004294919,0.0008149761,0.1494863,0.0001475345,0.001896677,0.06989642,0.6878877,0.08061215],"study_design_scores_gemma":[0.00002434219,0.0001019412,0.008486325,0.001210503,0.00004735673,0.00134317,0.2240528,0.0003715506,0.001674097,0.05491539,0.7076203,0.0001522522],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007163151,0.006187637,0.000510029,0.9732693,0.00179259,0.000005586102,0.00001579114,0.00001818297,0.01103773],"genre_scores_gemma":[0.3079277,0.01866375,0.002227961,0.6036443,0.002604251,0.0000861306,0.00005674569,0.00009082103,0.06469847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03099005,"threshold_uncertainty_score":0.06161934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316480015997433,"score_gpt":0.4526826731862743,"score_spread":0.4195178730263,"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."}}