{"id":"W4417043046","doi":"10.21083/caree.vi.8888","title":"Exploring Prince Edward Island Beef Farmer Perceptions of Participation in Climate Change Mitigation","year":2025,"lang":"","type":"article","venue":"Canadian Agri-food & Rural Advisory Extension and Education Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Framing (construction); Perception; Climate change; Nonprobability sampling; Frame analysis; Identity (music); Grounded theory; Qualitative research","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":[0.003371355,0.0002138333,0.000182276,0.0009095619,0.007110762,0.002737135,0.0006515314,0.0007382667,0.003901518],"category_scores_gemma":[0.005089645,0.0002110695,0.0001375229,0.0009731213,0.003199761,0.001228201,0.002214762,0.001006072,0.0002074447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009783534,"about_ca_system_score_gemma":0.01283595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6407924,"about_ca_topic_score_gemma":0.7960714,"domain_scores_codex":[0.9982178,0.0006622499,0.00004487924,0.0001242806,0.0004175125,0.0005332392],"domain_scores_gemma":[0.9945216,0.002557977,0.0006554471,0.0001177547,0.001341274,0.0008058982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005099792,0.00007007849,0.07277392,0.0001151412,0.000008773251,0.001123668,0.9103329,0.0000786458,0.001499465,0.001319003,0.001063549,0.01156401],"study_design_scores_gemma":[0.000001618866,0.00003183082,0.04177023,0.00007059464,0.000005192529,0.00006594556,0.9523025,0.00008186811,0.0001181402,0.0001160435,0.005425113,0.00001083046],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924768,0.0000819438,0.0001265956,0.0007411858,0.000004988813,0.00002280326,0.0000288241,0.000001466971,0.006515466],"genre_scores_gemma":[0.9970176,0.0002735534,0.0002370213,0.0002119788,0.000002931851,0.00002962445,0.00002967824,0.000002061605,0.0021955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3592076,"threshold_uncertainty_score":0.7226461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2467469572754671,"score_gpt":0.3882034669925499,"score_spread":0.1414565097170828,"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."}}