{"id":"W4410982871","doi":"10.5751/es-16164-300232","title":"Welcome home! Introducing SocSES: a society for inclusive and impactful social-ecological research","year":2025,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Ecology; Sociology; Geography; Environmental resource management; Environmental planning; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01848608,0.001197279,0.001074845,0.002464669,0.006641676,0.02402699,0.00276157,0.009541609,0.08961028],"category_scores_gemma":[0.02868585,0.0007161423,0.001156043,0.002084454,0.01270722,0.02797358,0.03359734,0.0143977,0.03588035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002807399,"about_ca_system_score_gemma":0.01633649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228579,"about_ca_topic_score_gemma":0.003565117,"domain_scores_codex":[0.9892056,0.005855005,0.000418488,0.0008800139,0.002668104,0.0009727484],"domain_scores_gemma":[0.9692248,0.008555001,0.001101573,0.004131735,0.00363365,0.01335339],"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":[0.00003558023,0.00005570604,0.000254205,0.0004706107,0.00001665268,0.0002527803,0.009502184,0.0001170054,0.0005649359,0.1456884,0.734245,0.108797],"study_design_scores_gemma":[0.000002629075,0.000006706116,0.00004963823,0.0002086713,0.000001313158,0.00004441292,0.001527964,0.00002675574,0.00005191511,0.01767734,0.9803948,0.000007768762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003864513,0.01581652,0.04377285,0.5472941,0.08597238,0.0004101383,0.001740687,0.005585522,0.2955432],"genre_scores_gemma":[0.09067322,0.03111031,0.1071793,0.1784282,0.04111538,0.002511347,0.003318008,0.01055027,0.535114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08961028,"threshold_uncertainty_score":0.2997763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07888452076477902,"score_gpt":0.4860747021567605,"score_spread":0.4071901813919815,"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."}}