{"id":"W4406125730","doi":"10.3390/su17020389","title":"Contrasting Trajectories in Adolescent Pro-Environmentalism: Qualitative Differences Between “Engagers” Versus “Disengagers”","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmentalism; Qualitative research; Psychology; Developmental psychology; Applied psychology; Sociology; Political science; Politics; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005835151,0.000280443,0.0003466927,0.001451993,0.001989949,0.003246764,0.0006013354,0.0006079971,0.001562504],"category_scores_gemma":[0.009086535,0.0003956154,0.0003269849,0.001028196,0.003729094,0.00244823,0.002952481,0.001389115,0.0002060577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335387,"about_ca_system_score_gemma":0.001546254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003994501,"about_ca_topic_score_gemma":0.007261526,"domain_scores_codex":[0.9974405,0.00161093,0.0001385222,0.0002352837,0.0002555281,0.0003193054],"domain_scores_gemma":[0.9952927,0.002858973,0.0005979251,0.0001359515,0.0005131699,0.00060142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005179155,0.00005936067,0.03251076,0.00009837968,0.000006143941,0.0003759086,0.9588258,0.00002082212,0.001281422,0.001245374,0.0001632676,0.005360847],"study_design_scores_gemma":[0.000003046191,0.00007405353,0.01981138,0.00009107175,0.000005185414,0.0002154367,0.9750748,0.00005378319,0.0004060708,0.000321733,0.003932809,0.00001066367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969237,0.0002608637,0.000746452,0.0002642982,0.00001546074,0.00005617003,0.00007223925,0.000004119459,0.001656704],"genre_scores_gemma":[0.9978986,0.000348534,0.0005633128,0.0001181491,0.00000642279,0.0001210927,0.00008107798,0.00001015307,0.0008527178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005835151,"threshold_uncertainty_score":0.03085959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335459232701945,"score_gpt":0.3419380104913662,"score_spread":0.3083920872211717,"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."}}