{"id":"W4293083192","doi":"10.1016/j.oneear.2022.07.007","title":"Empowering young people with climate and ocean science: Five strategies for adults to consider","year":2022,"lang":"en","type":"article","venue":"One Earth","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Works and Government Services Canada","funders":"Horizon 2020; Australian Research Council; Horizon 2020 Framework Programme; Bundesministerium für Verkehr und Digitale Infrastruktur; Havs- och Vattenmyndigheten; Nippon Foundation","keywords":"Climate science; Ocean science; Climate change; Psychology; Environmental science; Climatology; Geography; Oceanography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000601433,0.00004861492,0.00007309563,0.00006436473,0.002712071,0.0001501181,0.0001406162,0.00001210743,0.0003849082],"category_scores_gemma":[0.00004067058,0.0000493953,0.00001205631,0.0002324541,0.0001794854,0.0002272909,0.0001787763,0.00006132287,0.000004989791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003672163,"about_ca_system_score_gemma":0.0001387977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132691,"about_ca_topic_score_gemma":0.0333624,"domain_scores_codex":[0.9992759,0.0000476224,0.00007160025,0.0001608084,0.0002265953,0.0002175322],"domain_scores_gemma":[0.9996015,0.00005555648,0.00003564635,0.0001334952,0.00008981486,0.00008398451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002134785,0.00008082284,0.01829315,0.00003703121,0.000007425901,7.121476e-7,0.9210045,0.0001869955,0.001008763,0.055505,0.000347356,0.003314789],"study_design_scores_gemma":[0.0007367618,0.0004290425,0.0740636,0.00004686191,0.00001208494,0.00000541877,0.8964152,0.0006256451,0.00003361525,0.0007057781,0.02665478,0.0002712244],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808785,0.00002476629,0.00003985606,0.001920584,0.00008574654,0.0003548141,0.00003840223,0.00004522844,0.01661215],"genre_scores_gemma":[0.9985732,0.0001561586,0.0007099997,0.0001793885,0.00003401755,0.00003899478,0.00001245854,0.0000057848,0.0002899971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05577045,"threshold_uncertainty_score":0.9985862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147705720375505,"score_gpt":0.4075599199336745,"score_spread":0.2598541995581695,"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."}}