{"id":"W4391502543","doi":"10.5962/p.353887","title":"Bringing the Biosphere Home, Learning to Perceive Global Environmental Change, by Mitchell Thomashow [Review]","year":2003,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosphere; Environmental change; Environmental ethics; Psychology; Geography; Climate change; Ecology; Biology; Philosophy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007316293,0.0001811905,0.0001566278,0.00002380489,0.001968822,0.0003065383,0.0007671256,0.00009083029,0.002288012],"category_scores_gemma":[0.00008986677,0.000126496,0.0001014556,0.0003154927,0.000214942,0.0001055352,0.00004638943,0.0003796619,0.000407471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944912,"about_ca_system_score_gemma":0.0001007506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4538472,"about_ca_topic_score_gemma":0.8114552,"domain_scores_codex":[0.9980541,0.0004344369,0.0001518034,0.0002980724,0.0003854189,0.0006761352],"domain_scores_gemma":[0.9991611,0.00007820084,0.00004854222,0.0003419652,0.0000137461,0.0003564812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001794927,0.00004137219,0.03350979,0.0001438495,0.0002030106,0.00008077674,0.1019628,0.00007177417,0.0001032585,0.01245141,0.811883,0.03953099],"study_design_scores_gemma":[0.00007550448,0.00001348812,0.002239543,0.00006174562,0.0000354842,0.000003981063,0.006706175,0.00000850023,0.00001686402,0.00007506603,0.9905632,0.0002004911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2037063,0.02227811,0.0000280563,0.3701908,0.001348742,0.00364589,0.0001584156,0.0001832548,0.3984604],"genre_scores_gemma":[0.9564722,0.0005793935,0.00003102076,0.02744378,0.000132302,0.00004092166,0.0000139699,0.00001522981,0.01527116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.752766,"threshold_uncertainty_score":0.9993305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455932106412599,"score_gpt":0.2445984191142412,"score_spread":0.2300390980501152,"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."}}