{"id":"W4252576155","doi":"10.1089/eco.2018.0035","title":"Riversong","year":2018,"lang":"en","type":"article","venue":"Ecopsychology","topic":"Diverse Topics in Contemporary Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University; Simon Fraser University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002890936,0.0002017544,0.0001709169,0.0002994984,0.002062716,0.002012129,0.0004637148,0.00050713,0.1253654],"category_scores_gemma":[0.0005369912,0.0001988349,0.0001486422,0.0006230497,0.000728032,0.00100149,0.00149631,0.0007736296,0.01537905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008053001,"about_ca_system_score_gemma":0.001466117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008626771,"about_ca_topic_score_gemma":0.03688602,"domain_scores_codex":[0.9998078,0.00004060445,0.00001004576,0.00006852618,0.00004690963,0.00002619196],"domain_scores_gemma":[0.9998057,0.00004062911,0.00001812116,0.00002933422,0.00006485354,0.00004135375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004448988,0.0001433973,0.01156357,0.000951559,0.00003937709,0.005062314,0.01236582,0.0008060072,0.01456809,0.1559938,0.3044178,0.4936433],"study_design_scores_gemma":[0.000009600598,0.00003240662,0.003826689,0.00009784544,0.000004634265,0.0004152136,0.002691031,0.0001281552,0.0007191949,0.002971537,0.9890919,0.00001174536],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0566293,0.002306828,0.005740114,0.006425298,0.00114845,0.0001377731,0.001630029,0.0004717984,0.9255104],"genre_scores_gemma":[0.101979,0.00116251,0.00308459,0.0006589628,0.00005451858,0.00006478688,0.0005734944,0.0002409419,0.8921811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1253654,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115903305055432,"score_gpt":0.4806725161899025,"score_spread":0.3690821856843594,"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."}}