{"id":"W6885062615","doi":"10.13140/rg.2.2.26188.64641","title":"Experiencing community development in the Lower Mainland of British Columbia, Canada. Visiting Local Businesses and Learning how they have impacted Community Development","year":2020,"lang":"en","type":"article","venue":"","topic":"Community and Sustainable Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Community development; Mainland; Community organization; Rural community development; Work (physics); Community participation; Community economic development","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"],"consensus_categories":[],"category_scores_codex":[0.004329007,0.0001503122,0.0003283658,0.00004037199,0.004780877,0.0005525408,0.000729189,0.00009438433,0.00006948388],"category_scores_gemma":[0.001426587,0.0001815821,0.00002276515,0.0003910685,0.0003025467,0.0002455997,0.00055501,0.001419864,3.337598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005934729,"about_ca_system_score_gemma":0.00339128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874233,"about_ca_topic_score_gemma":0.9992336,"domain_scores_codex":[0.9947062,0.00361316,0.0004114923,0.0001379082,0.0006055628,0.0005256728],"domain_scores_gemma":[0.9977847,0.001360609,0.000151002,0.0002095923,0.0003149647,0.0001791111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001781852,0.0001941372,0.1140892,0.0001493482,0.00003607128,0.00004352454,0.8382398,0.00006476674,0.000019358,0.00003894118,0.0005865081,0.04652056],"study_design_scores_gemma":[0.0002804128,0.00002920131,0.2858109,0.00009859869,0.000003351534,0.000004570561,0.6873754,0.00004637878,0.00002422022,0.00002021793,0.02610873,0.0001980848],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938607,0.00005736893,0.0004689279,0.001519848,0.00003196803,0.0003311013,0.00000287298,0.00003919955,0.003687983],"genre_scores_gemma":[0.9978406,0.0000222125,0.0008071449,0.0007976934,0.00001506929,0.00002549858,0.00002225582,0.00001235223,0.0004571539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717217,"threshold_uncertainty_score":0.9965147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421792714287347,"score_gpt":0.2425353458386987,"score_spread":0.2183174186958253,"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."}}