{"id":"W6959296577","doi":"10.7939/r38911v1x","title":"Edmonton social research directory: 2011 edition","year":2011,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Social research; Qualitative research; Research methodology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007151453,0.00005104649,0.000106692,0.00007030507,0.0009130117,0.0000119664,0.0003578631,0.0001508919,0.01990114],"category_scores_gemma":[0.0001339221,0.0000578065,0.00007654823,0.0001776932,0.0008555899,0.001613022,0.0001112182,0.0002257602,0.0002321651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858727,"about_ca_system_score_gemma":0.0001498772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01637959,"about_ca_topic_score_gemma":0.0007692546,"domain_scores_codex":[0.9981023,0.001286999,0.00006475837,0.0001513084,0.0002005232,0.0001941307],"domain_scores_gemma":[0.9987518,0.0009499273,0.00006902173,0.00009234867,0.00004604409,0.0000908662],"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":[0.0005468924,0.0001820403,0.009851805,0.000008661334,0.00003767258,0.00002184312,0.2099807,2.419288e-8,0.00003975276,0.6562161,0.1208677,0.002246765],"study_design_scores_gemma":[0.0001742127,0.00007851581,0.02024454,0.000007891678,0.0000104102,1.41643e-7,0.03240354,8.433287e-7,0.0001009054,0.04158185,0.9052925,0.0001046852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1895897,0.00005819944,0.000007925022,0.003002472,0.0001160104,0.00008894813,0.000002552001,0.00004143094,0.8070928],"genre_scores_gemma":[0.9424369,0.0001659857,0.0001771098,0.00007321381,0.0002313432,1.33221e-7,0.0000114501,0.000004411355,0.05689946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7844247,"threshold_uncertainty_score":0.9901704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529170611197025,"score_gpt":0.3128131609721773,"score_spread":0.1598960998524747,"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."}}