{"id":"W4392581568","doi":"10.5194/egusphere-egu24-12424","title":"Climate Tick-Tock: sparking climate action through a cooperative and educational game on climate change in the 21st century","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Action (physics); Natural resource economics; Geography; Environmental resource management; Ecology; Environmental science; Economics; Biology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000890234,0.0003581452,0.000334687,0.0001502194,0.0002624951,0.0003960412,0.0002237475,0.0002311414,0.000665958],"category_scores_gemma":[0.00002030668,0.0002344751,0.00008983717,0.000233901,0.00007948471,0.0002282644,0.0001409439,0.0008416706,0.0006228039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000267886,"about_ca_system_score_gemma":0.00008535992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004520521,"about_ca_topic_score_gemma":0.0134351,"domain_scores_codex":[0.9975301,0.00030921,0.0004714435,0.0006968555,0.0004028624,0.0005895345],"domain_scores_gemma":[0.9991283,0.0002472826,0.000196209,0.000310835,0.00004992998,0.000067483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007402611,0.0004386638,0.5784259,0.007708241,0.000234399,0.0001033348,0.04398735,0.005034841,0.00004205093,0.1775994,0.002313794,0.1833718],"study_design_scores_gemma":[0.0004190392,0.0002787606,0.9466577,0.002800438,0.00009154322,0.0001072038,0.00803998,0.02489217,0.000009719698,0.006661649,0.009257727,0.0007841071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593131,0.01094225,0.000005542937,0.005376852,0.004766186,0.002164683,0.001112654,0.0001294442,0.1161893],"genre_scores_gemma":[0.9731904,0.0238717,0.0001045966,0.001125164,0.0009226382,0.00006849987,0.0006552056,0.00001093528,0.0000509054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682318,"threshold_uncertainty_score":0.9561617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05842327711954041,"score_gpt":0.3000494889877946,"score_spread":0.2416262118682542,"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."}}