{"id":"W7131821728","doi":"10.48336/106","title":"Cultivating resilience: women's participation as a catalyst for resilience and sustainability in the Canadian Forest Sector","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Sustainability; Psychological resilience; Equity (law); Value (mathematics); Focus group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005565835,0.0004837792,0.0004007629,0.002170899,0.0151367,0.007973057,0.001626571,0.001051299,0.00419517],"category_scores_gemma":[0.00646206,0.0002515993,0.0004237991,0.002414904,0.01154736,0.003270549,0.006525046,0.001583115,0.0002409737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03926077,"about_ca_system_score_gemma":0.1114679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8793311,"about_ca_topic_score_gemma":0.9479606,"domain_scores_codex":[0.9962858,0.001017886,0.00006716762,0.0003355268,0.0009653362,0.001328205],"domain_scores_gemma":[0.9965161,0.001003381,0.0004141543,0.000118918,0.0008926047,0.001054871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001117881,0.0001013293,0.1244257,0.001202795,0.00007232458,0.001212008,0.5575349,0.0004948256,0.00174533,0.04278593,0.01881716,0.251496],"study_design_scores_gemma":[0.00001240029,0.00006805954,0.1043947,0.002572112,0.0001051436,0.0002937993,0.6830274,0.0003289395,0.0009227669,0.009180314,0.1989965,0.00009775464],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886953,0.01442192,0.002806497,0.04807719,0.000497835,0.0002176577,0.0005851864,0.00005673724,0.1446417],"genre_scores_gemma":[0.9857509,0.006019209,0.001056497,0.001636449,0.00003177235,0.0000444155,0.0000901938,0.00001503947,0.005355599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1206689,"threshold_uncertainty_score":0.2848582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381502744396224,"score_gpt":0.3476418110617558,"score_spread":0.3238267836177936,"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."}}