{"id":"W4386333136","doi":"10.1515/9781772126693","title":"Building Inclusive Communities in Rural Canada","year":2023,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; University of Calgary; University of Alberta","funders":"Government of Canada; Social Sciences and Humanities Research Council of Canada; University of Alberta; Canada Council for the Arts; Federation for the Humanities and Social Sciences; Government of Alberta","keywords":"Geography; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002170176,0.000129492,0.0002858935,0.00006154348,0.0005365966,0.00002098713,0.0009935793,0.000199252,0.00006383122],"category_scores_gemma":[0.00005253418,0.0001669199,0.00007470606,0.00004190029,0.0007308775,0.00008189814,0.0004011841,0.0002687227,0.000002129638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231212,"about_ca_system_score_gemma":0.003496373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998091,"about_ca_topic_score_gemma":0.9999432,"domain_scores_codex":[0.998755,0.0001284408,0.000129441,0.0001327269,0.0005366792,0.000317682],"domain_scores_gemma":[0.9987247,0.0006729534,0.0002497796,0.0001772213,0.00008239371,0.00009297833],"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":[0.00003985421,0.00001379968,0.0006274132,0.0000780323,0.00008077033,0.00006324128,0.278974,0.00007117327,0.000001507166,0.5037557,0.2105548,0.00573974],"study_design_scores_gemma":[0.0001643688,0.000009941988,0.0002151939,0.0002733495,0.00001879512,1.134603e-7,0.03975582,0.00001824821,0.000001664978,0.002726948,0.9566067,0.0002087877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006589375,0.00006154808,0.000002556026,0.0003128291,0.0003343892,0.000198436,0.00004785283,0.0000176309,0.9924354],"genre_scores_gemma":[0.01464528,0.0001594878,0.00003006405,0.00004001668,0.00007750779,2.598455e-7,0.000008436162,0.00001031141,0.9850286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.746052,"threshold_uncertainty_score":0.6806796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158957372459776,"score_gpt":0.2457826918730913,"score_spread":0.2241931181484936,"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."}}