{"id":"W7037882908","doi":"","title":"Finding optimism in the fight against climate change","year":2023,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimism; Climate change; Action (physics); Face (sociological concept); Extreme weather","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005380884,0.0003108185,0.0003891796,0.0007928602,0.01711836,0.01187317,0.0007697318,0.002856382,0.01376885],"category_scores_gemma":[0.01309451,0.0002690194,0.0003062025,0.001381553,0.01438006,0.004368965,0.004307794,0.008272353,0.001606565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065146,"about_ca_system_score_gemma":0.017636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2658325,"about_ca_topic_score_gemma":0.5980515,"domain_scores_codex":[0.9966916,0.002048741,0.00004203178,0.0001242081,0.0004075739,0.0006859113],"domain_scores_gemma":[0.9899101,0.004111743,0.0004560478,0.000315859,0.001796334,0.003409962],"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":[0.00005580436,0.00006753635,0.006823842,0.0002097044,0.00003919163,0.0004570575,0.3686886,0.0001142022,0.000253161,0.04443171,0.5138651,0.06499409],"study_design_scores_gemma":[0.00001561169,0.00001985009,0.008886609,0.0005116618,0.00001762989,0.0001086634,0.5287999,0.0000617645,0.0001487274,0.0172109,0.4441772,0.00004142088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06283264,0.0134723,0.0007863328,0.5614812,0.005807613,0.00006874045,0.0003076594,0.0001089946,0.3551346],"genre_scores_gemma":[0.7952265,0.01423749,0.001092767,0.06748228,0.000963974,0.0001218277,0.0002028421,0.0002421262,0.1204301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2658325,"threshold_uncertainty_score":0.5285704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289838872740223,"score_gpt":0.3411108090698652,"score_spread":0.288212420342463,"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."}}