{"id":"W3211826191","doi":"10.1089/eco.2021.0026","title":"Community Ecopsychology: Widening Connections to Catalyze Change","year":2021,"lang":"en","type":"article","venue":"Ecopsychology","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Respiratory Research Network","funders":"","keywords":"Field (mathematics); Sociology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001667843,0.0002341809,0.0004732418,0.0002734648,0.003043787,0.00001110659,0.0004934119,0.000411857,0.00614784],"category_scores_gemma":[0.001033079,0.000259393,0.00007639675,0.0007855067,0.00008160021,0.0001146303,0.0005909883,0.002703561,0.007508759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788336,"about_ca_system_score_gemma":0.0004550807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841145,"about_ca_topic_score_gemma":0.01533395,"domain_scores_codex":[0.9943305,0.003340406,0.0007447193,0.0003990496,0.0001356186,0.001049695],"domain_scores_gemma":[0.996102,0.001324847,0.0001762085,0.001492513,0.0003500787,0.0005543531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003856082,0.001253074,0.1409526,0.0003637173,0.000154271,0.0001878243,0.09995963,0.0000040769,0.001059582,0.009656193,0.6526797,0.09334371],"study_design_scores_gemma":[0.001132195,0.000143247,0.5074849,0.0001016413,0.00001064184,0.00008539261,0.009030541,0.000002717413,0.00002364929,0.001769881,0.4799724,0.000242864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8497173,0.0003083164,0.0004718392,0.05822024,0.006590052,0.001053251,0.00004638578,0.0003075314,0.08328512],"genre_scores_gemma":[0.8341019,0.0001409502,0.004307252,0.1512718,0.0007180821,0.001353414,0.0002663814,0.00006358581,0.007776668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3665322,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3061271121656583,"score_gpt":0.5312552197289441,"score_spread":0.2251281075632858,"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."}}