{"id":"W6899190413","doi":"10.58067/jwfn-v629","title":"ENVR1060 – Climate and Sustainability Foundations","year":2025,"lang":"en","type":"other","venue":"Conestoga College Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Sustainability; Climate change; Government (linguistics); Sustainable development","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003783549,0.0006016702,0.0007944322,0.0007599133,0.0005012312,0.0001249139,0.0003486517,0.000662685,0.0005203927],"category_scores_gemma":[0.000351847,0.000667088,0.0001779665,0.0005559744,0.0006567437,0.0001049082,0.0003937272,0.0004091643,0.0004297639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008893446,"about_ca_system_score_gemma":0.002142174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007356726,"about_ca_topic_score_gemma":0.0003447366,"domain_scores_codex":[0.9970486,0.0003616167,0.0005394829,0.001064147,0.0003836057,0.0006025512],"domain_scores_gemma":[0.9972554,0.0002786651,0.0004655962,0.001369192,0.0004090958,0.0002220374],"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":[0.00007428046,0.0001925762,0.004381918,0.001446105,0.0002690186,0.0003674896,0.00006616168,0.000002010855,0.0001042589,0.03645029,0.9563709,0.0002749689],"study_design_scores_gemma":[0.0007846524,0.00004002168,0.001469254,0.0003431955,0.0003308403,0.0001005583,0.0002723343,0.00004071366,0.00004488558,0.000410859,0.9955485,0.000614114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002549075,0.003685453,0.00007392884,0.0001297898,0.001563594,0.001785271,0.001062903,0.001296747,0.9901474],"genre_scores_gemma":[0.01240779,0.00016776,0.0002894402,0.00004584478,0.0004571841,0.0003120332,0.00009672209,0.0008312467,0.985392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03917765,"threshold_uncertainty_score":0.9995781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006862759996840517,"score_gpt":0.2623060032385964,"score_spread":0.2554432432417559,"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."}}