{"id":"W4242628005","doi":"10.32920/ryerson.14668374","title":"Ecological consciousness and the limits of the Academy: a case study approach to ecohealth training and research","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Toronto Metropolitan University; McGill University; Centre for Social Innovation; York University","funders":"","keywords":"Transformative learning; Consciousness; Indigenous; Sociology; Sustainability; Discipline; Ecology; Engineering ethics; Political science; Psychology; Social science; Pedagogy; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0152966,0.0006113385,0.0008232481,0.00246398,0.03026211,0.01129272,0.003319721,0.005892591,0.002856857],"category_scores_gemma":[0.01109258,0.0005604431,0.0007618379,0.003725777,0.02991341,0.008768895,0.01505124,0.007091512,0.0003412357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009402271,"about_ca_system_score_gemma":0.01064684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008751201,"about_ca_topic_score_gemma":0.01965895,"domain_scores_codex":[0.9803401,0.01609861,0.0002738111,0.0005878907,0.0009864428,0.001713178],"domain_scores_gemma":[0.9871,0.009747786,0.0005900162,0.0005199887,0.0004761371,0.001566143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003555774,0.0004123954,0.002860288,0.0001884405,0.000008429151,0.005361355,0.9095467,0.0002873604,0.0004196581,0.06915392,0.002027477,0.009698481],"study_design_scores_gemma":[0.00001163215,0.0001314821,0.0007654749,0.0003006531,0.000007828421,0.001181344,0.9593391,0.000312659,0.0002613213,0.005169526,0.03250188,0.00001706491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8661808,0.003057626,0.01484828,0.02873818,0.0005316825,0.0009140254,0.00007996069,0.00004685966,0.08560255],"genre_scores_gemma":[0.978879,0.002599503,0.008454709,0.00204757,0.00009867802,0.0005563469,0.00002196192,0.00002163905,0.007320501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03026211,"threshold_uncertainty_score":0.08089715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5068150802586799,"score_gpt":0.5506376747332508,"score_spread":0.04382259447457082,"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."}}