{"id":"W2281385639","doi":"10.3390/resources5010011","title":"Environmental Identity and Natural Resources: A Dialogical Learning Process","year":2016,"lang":"en","type":"article","venue":"Resources","topic":"Social Representations and Identity","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Dialogical self; Identity (music); Context (archaeology); Psychology; Natural (archaeology); Epistemology; Sociology; Meaning (existential); Social psychology; Aesthetics; Philosophy; Biology","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":[],"category_scores_codex":[0.0001685138,0.0001050412,0.0001335218,0.0000593847,0.0002685767,0.00008369264,0.0001493993,0.00008567079,0.001166839],"category_scores_gemma":[0.0001502072,0.00007166354,0.00005681423,0.00009327845,0.0002650038,0.0002344674,0.00009005441,0.0001457266,0.0002579332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002768173,"about_ca_system_score_gemma":0.000003411282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478836,"about_ca_topic_score_gemma":0.00003499907,"domain_scores_codex":[0.9988946,0.0001632173,0.0001564494,0.0003137098,0.0002355005,0.0002365],"domain_scores_gemma":[0.9995154,0.0001790465,0.00008089105,0.00013038,0.00001019536,0.00008410896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400587,0.0001495052,0.9393721,0.00001305959,0.00009252679,0.00003793644,0.01894685,0.000001289653,0.003994042,0.001893318,0.0004463051,0.03491297],"study_design_scores_gemma":[0.0006562988,0.00006414836,0.9697618,0.00001706353,0.0000204049,0.00001800834,0.006175019,0.000004632254,0.00005425176,0.00237024,0.02070467,0.0001533973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897971,0.001027092,0.00006300568,0.0001925168,0.0001667703,0.0001087621,0.000006207581,0.0000721461,0.00856638],"genre_scores_gemma":[0.9936595,0.00005266207,0.00001017049,0.00005262897,0.0002544832,0.00002414384,0.000001799042,0.00001277727,0.005931824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03475957,"threshold_uncertainty_score":0.9997462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947510709824697,"score_gpt":0.3230312184083658,"score_spread":0.3035561113101188,"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."}}