{"id":"W4235098949","doi":"10.3138/cras.42.2.142","title":"Tipping Point Discourse in Dangerous Times","year":2012,"lang":"en","type":"article","venue":"Canadian Review of American Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Federal Emergency Management Agency","keywords":"Tipping point (physics); Perspective (graphical); Politics; Context (archaeology); Public discourse; Sociology; Order (exchange); Point (geometry); Inequality; Public policy; Epistemology; Political economy; Political science; Positive economics; History; Economics; Law; Philosophy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000758391,0.00006404142,0.0002777751,0.00009604007,0.0001472107,0.000004875994,0.0001451099,0.00001226678,0.000332725],"category_scores_gemma":[0.0004293386,0.00005875011,0.00004601379,0.0004178417,0.0006097854,0.0001040622,0.00002837951,0.00005831711,0.00004467216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099801,"about_ca_system_score_gemma":0.0001222286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.166485,"about_ca_topic_score_gemma":0.5601283,"domain_scores_codex":[0.9991529,0.000216975,0.00018647,0.00006844505,0.0001030207,0.0002721781],"domain_scores_gemma":[0.9993695,0.00009307967,0.0001145814,0.0001776104,0.00007527159,0.0001699276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002150336,0.00005344661,0.05540756,0.001353717,0.00005871691,0.000002540364,0.1351987,2.607501e-7,0.00001069197,0.006680071,0.03891923,0.7623129],"study_design_scores_gemma":[0.00004746244,0.00001651212,0.02171406,0.003058628,0.00002709372,9.039076e-7,0.1711378,4.718131e-7,8.440099e-7,0.00003317778,0.8038125,0.0001505352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05639468,0.7222968,0.000003735755,0.05399978,0.0002645178,0.0006131834,0.00003345044,0.0000308605,0.166363],"genre_scores_gemma":[0.3921292,0.6047408,0.0001373734,0.002666859,0.00008653398,0.00002531976,0.000006394528,0.000004794835,0.0002027265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7648932,"threshold_uncertainty_score":0.8390654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3755844076602236,"score_gpt":0.5044431211918812,"score_spread":0.1288587135316576,"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."}}