{"id":"W4386580692","doi":"10.29173/pathfinder89","title":"Seeds of Sustainability","year":2023,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Outreach; Sustainability; Context (archaeology); Food security; Political science; Public relations; Business; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002166345,0.0004423395,0.000442299,0.001200916,0.005498257,0.01070335,0.0007622608,0.002399817,0.0169376],"category_scores_gemma":[0.005715378,0.0002335,0.0002983465,0.001743396,0.01832813,0.006761811,0.007216806,0.002878941,0.002555122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006327078,"about_ca_system_score_gemma":0.01100788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009994647,"about_ca_topic_score_gemma":0.02116144,"domain_scores_codex":[0.9979659,0.0008641044,0.00007059522,0.0002520507,0.0005907879,0.0002565479],"domain_scores_gemma":[0.9974418,0.0008263449,0.0002177178,0.0004127016,0.0005977257,0.0005037721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009218775,0.000009341428,0.0005105661,0.0001678537,0.000007558616,0.000126591,0.003821187,0.0001687617,0.000199901,0.9177291,0.03825815,0.03899197],"study_design_scores_gemma":[0.000002690221,0.000008591762,0.0003057119,0.0003093268,0.000003227305,0.00008950107,0.002519151,0.00005312715,0.0001343492,0.1841294,0.8124374,0.000007431559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01189794,0.03340849,0.01080188,0.09637525,0.00234503,0.00007625569,0.0002634719,0.0002563085,0.8445753],"genre_scores_gemma":[0.7014325,0.04255997,0.01104542,0.02618217,0.001894452,0.000251097,0.0003054823,0.0004223012,0.2159066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0169376,"threshold_uncertainty_score":0.05666184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004764974714663,"score_gpt":0.3849883454518659,"score_spread":0.3349406957047192,"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."}}