{"id":"W2973465441","doi":"10.1177/0731121419872871","title":"If You Love the Environment, Why Don’t You Do Something to Save It? Bringing Culture into Environmental Analysis","year":2019,"lang":"en","type":"article","venue":"Sociological Perspectives","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Sociology; Social psychology; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009872433,0.0001711353,0.0002499195,0.00009323649,0.0007715647,0.0001316934,0.0005484466,0.0002221427,0.0137019],"category_scores_gemma":[0.0001676724,0.0001190371,0.0002951065,0.0002602943,0.0007065792,0.0001763212,0.0002841833,0.0004256824,0.001236574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007397468,"about_ca_system_score_gemma":0.00001153752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005030723,"about_ca_topic_score_gemma":0.000242672,"domain_scores_codex":[0.9979769,0.0006736033,0.0001869841,0.0004638672,0.0003546606,0.0003439692],"domain_scores_gemma":[0.9990767,0.000267394,0.0001036286,0.0004086456,0.00001778232,0.0001259096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001477962,0.0001130361,0.0404347,0.000002413483,0.0001648679,5.75628e-7,0.9476367,0.0002076917,0.003047021,0.006318719,0.0004635883,0.00159597],"study_design_scores_gemma":[0.0001230136,0.0000659322,0.03683968,0.000006442929,0.00008355428,1.896268e-7,0.8765141,0.00007873695,0.000008666389,0.003344909,0.08271477,0.0002200419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8890345,0.001371076,0.0005232658,0.03493391,0.0001224346,0.000575164,0.00002570082,0.00007923198,0.07333476],"genre_scores_gemma":[0.9896526,0.005901432,0.0004123372,0.00145065,0.0002508048,0.00001584968,0.00002638814,0.000009331315,0.002280624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006181,"threshold_uncertainty_score":0.9995411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308395443155462,"score_gpt":0.386558533490666,"score_spread":0.2557189891751199,"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."}}