{"id":"W2025711536","doi":"10.1080/14926150209556540","title":"Viewpoint: What can science education do for citizenship and the future of the planet?","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Planet; Citizenship; Astrobiology; Political science; Engineering ethics; Sociology; Environmental ethics; Engineering; Astronomy; Physics; Philosophy; Politics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007000619,0.0008902272,0.00126038,0.001348475,0.005297453,0.006664858,0.00295182,0.02195809,0.01072203],"category_scores_gemma":[0.012793,0.0003182188,0.0009631601,0.0009231828,0.01470505,0.008500264,0.003907406,0.02300846,0.003929998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008721446,"about_ca_system_score_gemma":0.01646759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04588474,"about_ca_topic_score_gemma":0.05309624,"domain_scores_codex":[0.9970252,0.001084893,0.00009831996,0.0005068374,0.000855499,0.0004292654],"domain_scores_gemma":[0.9877773,0.00564816,0.0006692357,0.0003255205,0.003335365,0.002244442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001208617,0.0001071117,0.001412027,0.0005567051,0.00008399341,0.0004465575,0.005721704,0.0004018749,0.0005586474,0.4601293,0.496866,0.0335953],"study_design_scores_gemma":[0.0001191447,0.00005844734,0.002027253,0.001018109,0.0001136429,0.0002582635,0.01394021,0.0005008039,0.0004268352,0.4807989,0.5006505,0.00008780063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005873157,0.003349475,0.0003004307,0.9871158,0.002695625,0.00000384659,0.00004959743,0.000007113986,0.005890808],"genre_scores_gemma":[0.118639,0.01437534,0.001391374,0.8332393,0.0183876,0.00005139521,0.00009155548,0.00004134994,0.01378308],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04588474,"threshold_uncertainty_score":0.09123528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076032352338532,"score_gpt":0.3513326431408068,"score_spread":0.2437294079069535,"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."}}