{"id":"W3011394086","doi":"10.21083/ruralreview.v3i1.5966","title":"Rural 2.0?: Investigating Place-Based Rural Innovation Systems & their Implications for Public Policy & Community Development Practice","year":2020,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Conversation; Work (physics); Public relations; Value (mathematics); Value proposition; Public policy; Public administration; Public value; Economic growth; Political science; Sociology; Business; Marketing; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002004679,0.0007493358,0.00090774,0.0001580647,0.002413949,0.0005680536,0.0007518568,0.0002402775,0.00004275059],"category_scores_gemma":[0.003046548,0.0003922433,0.0001561201,0.002174265,0.0001727494,0.00091376,0.0002954263,0.0007790031,0.0000446054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229356,"about_ca_system_score_gemma":0.002366311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446722,"about_ca_topic_score_gemma":0.008347563,"domain_scores_codex":[0.9958467,0.0005178796,0.001666466,0.0004117526,0.0004207183,0.001136419],"domain_scores_gemma":[0.9964943,0.001034572,0.0008392597,0.0002371291,0.0008144353,0.0005802933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004607922,0.0005324419,0.3946539,0.005316849,0.0006375624,0.000002584456,0.03601816,0.00009485758,0.01473872,0.02140263,0.04467463,0.4814669],"study_design_scores_gemma":[0.0005527267,0.0001107653,0.2690493,0.001538602,0.0000382932,0.00002703578,0.002931023,0.00001624114,0.0001105396,0.0004829978,0.7242095,0.000932898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058064,0.003009816,0.0001116913,0.08800881,0.0001106515,0.002167277,0.00005113333,0.0002687556,0.0004655168],"genre_scores_gemma":[0.9679807,0.0004760111,0.005230981,0.01664581,0.0006149831,0.0008061916,0.007092484,0.00001737102,0.001135448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795349,"threshold_uncertainty_score":0.999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216028928839551,"score_gpt":0.3268082603587532,"score_spread":0.2052053674747981,"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."}}