{"id":"W4385487159","doi":"10.25071/28169344.31","title":"Gratitude as a systems-wide values-based approach to enhance sustainable consumption choices","year":2023,"lang":"en","type":"article","venue":"YU-WRITE Journal of Graduate Student Research in Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Gratitude; Reciprocity (cultural anthropology); Indigenous; Social psychology; Psychology; Consumption (sociology); Population; Sustainable consumption; Environmental ethics; Sociology; Sustainability; Social science; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.007427766,0.0001887355,0.0002726939,0.000794726,0.0003493711,0.0002503387,0.0006733446,0.00007408611,0.000122752],"category_scores_gemma":[0.0008421489,0.0001726392,0.00008659441,0.001823188,0.0002837733,0.0005923996,0.0002503012,0.0006177029,0.0005759862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052848,"about_ca_system_score_gemma":0.0005003096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611717,"about_ca_topic_score_gemma":0.00005233503,"domain_scores_codex":[0.9950538,0.0009162478,0.0007266143,0.000443411,0.00212384,0.0007361261],"domain_scores_gemma":[0.9983474,0.000372082,0.0002320628,0.0004107595,0.0002312345,0.000406487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002040716,0.005635558,0.8908173,0.0005630211,0.00003644986,0.00004084047,0.01305181,0.04365076,0.001348568,0.0008463811,0.0373536,0.006451578],"study_design_scores_gemma":[0.00038572,0.0003962627,0.9142501,0.0001649068,0.00001227069,0.00001533277,0.06617523,0.0004819916,0.0004932178,0.001617943,0.01577045,0.0002366022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899391,0.0002324506,0.0001634159,0.003533193,0.0004425753,0.001299797,0.000001308638,0.00002166115,0.004366503],"genre_scores_gemma":[0.9919485,0.0003899012,0.000478397,0.0002012736,0.0001305482,0.0002604385,0.00001570245,0.00002142896,0.006553804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05312342,"threshold_uncertainty_score":0.7983091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09301939553092636,"score_gpt":0.4567308275076302,"score_spread":0.3637114319767038,"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."}}