{"id":"W4415585938","doi":"10.21083/crrf.v31i1.7253","title":"Sustainable Community Conference Program","year":2023,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Community and Sustainable Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Foundation (evidence); Sustainable community; Commons; Rural area; Rural community","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003768176,0.000252141,0.0003073036,0.000516845,0.007708978,0.00122168,0.001417259,0.0002523241,0.0003758589],"category_scores_gemma":[0.003025738,0.0002440675,0.0001428049,0.005603352,0.0008200079,0.001426773,0.0004233299,0.0005562006,0.00007998918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510322,"about_ca_system_score_gemma":0.003707594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4637253,"about_ca_topic_score_gemma":0.4238975,"domain_scores_codex":[0.997202,0.0002741077,0.00062035,0.0001853389,0.0007686527,0.0009495153],"domain_scores_gemma":[0.9949932,0.0001031045,0.0005633837,0.0002670956,0.003694458,0.0003787403],"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":[0.00001479198,0.000105912,0.01367722,0.001444896,0.00006283065,7.831019e-7,0.06982563,0.00004058143,0.00004055663,0.8755879,0.01368314,0.02551572],"study_design_scores_gemma":[0.00036127,0.0001418975,0.03982967,0.0007256134,0.0001006256,0.00000243414,0.3989163,0.001640254,0.0001516798,0.05575718,0.5018314,0.0005417368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935361,0.00008384963,0.000009811558,0.02323805,0.0007320553,0.00440401,0.00001681055,0.0002796865,0.1776997],"genre_scores_gemma":[0.9574305,0.0004690655,0.00003863444,0.0001648663,0.00005995576,0.0001149562,0.0001130724,0.00002467473,0.0415843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8198308,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759224948163717,"score_gpt":0.3032266923232768,"score_spread":0.2656344428416396,"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."}}