{"id":"W7066432730","doi":"","title":"Identifying Barriers and Opportunities to Alternative Livestock Production, Infrastructure, and Policy in the Kingston, Ontario Region","year":2024,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Livestock; Production (economics); Stakeholder; Commodity; Quality (philosophy); Consumer demand","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001114412,0.0001229621,0.0002058399,0.0008598694,0.006338315,0.003832688,0.0007785473,0.000641734,0.004355927],"category_scores_gemma":[0.003398671,0.0002994619,0.0001733197,0.002790616,0.002776727,0.001185518,0.001349696,0.0005107073,0.000226946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07035413,"about_ca_system_score_gemma":0.1060672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.981028,"about_ca_topic_score_gemma":0.9939649,"domain_scores_codex":[0.9985566,0.000248514,0.00005382997,0.00009364443,0.0004270068,0.0006204528],"domain_scores_gemma":[0.9957471,0.001657872,0.0005949118,0.00008449682,0.001084119,0.0008314967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003494724,0.0001340415,0.29885,0.00603603,0.0001171949,0.01165415,0.445458,0.002661849,0.00729959,0.053052,0.0341344,0.1402534],"study_design_scores_gemma":[0.00001719433,0.00006732885,0.3528759,0.001385478,0.00005665355,0.0003794739,0.4370206,0.0004319021,0.0004517734,0.001286932,0.2059615,0.00006534055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8704738,0.008835389,0.0004947076,0.01563784,0.00006006592,0.0001188849,0.0007930701,0.00002176049,0.1035644],"genre_scores_gemma":[0.9767065,0.007425693,0.0005100463,0.0005968115,0.000008397566,0.0000473178,0.0001612715,0.000008876401,0.01453505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07035413,"threshold_uncertainty_score":0.5104574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328836890691816,"score_gpt":0.1947910943767533,"score_spread":0.1815027254698351,"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."}}