{"id":"W3119482208","doi":"10.29173/cjfy29598","title":"\"Change is Coming\": Imagined Futures, Optimism and Pessimism Among Youth Climate Protesters","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Futures contract; Optimism; Politics; Narrative; Climate change; Sociology; Social movement; Pessimism; Scholarship; Environmentalism; Action (physics); Gender studies; Collective action; Political science; Social psychology; Psychology; Epistemology; Law","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002709555,0.0002479822,0.0004090585,0.0003086754,0.001615052,0.0008242878,0.0003198514,0.0002900201,0.00002834873],"category_scores_gemma":[0.0005000221,0.000251061,0.0001669511,0.0003338266,0.0006255118,0.0006463183,0.00002994487,0.001031526,5.373424e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006394229,"about_ca_system_score_gemma":0.008818922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1357043,"about_ca_topic_score_gemma":0.2594309,"domain_scores_codex":[0.9971979,0.0008190513,0.0005088951,0.00022205,0.0003344526,0.0009176033],"domain_scores_gemma":[0.9959174,0.0001514602,0.0004289589,0.0001405157,0.000557092,0.002804613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003479498,0.00003982385,0.1435941,0.00005424397,0.0001319273,0.001942909,0.8450052,0.0000617393,0.00003071945,0.005763814,0.000994854,0.002345824],"study_design_scores_gemma":[0.001384835,0.00008780727,0.1931951,0.0003814039,0.0001960353,0.001521222,0.7936146,0.0001771121,0.00001065361,0.0009178776,0.008029901,0.0004834743],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835795,0.004579784,0.0001012928,0.005740483,0.0008980307,0.0001572949,0.0002219579,0.000009906107,0.004711723],"genre_scores_gemma":[0.9905601,0.003367892,0.0008418124,0.004296285,0.0005489245,0.000003611356,0.00001152952,0.00003595769,0.0003339289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237267,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894721947712652,"score_gpt":0.2873282776320601,"score_spread":0.2583810581549336,"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."}}