{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00519666,0.002896207,0.00229614,0.02638847,0.004386231,0.008804453,0.002817453,0.002416119,0.3419918],"category_scores_gemma":[0.01152388,0.002903144,0.000847861,0.0633513,0.001378219,0.007656931,0.002810248,0.003173566,0.2288238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129327,"about_ca_system_score_gemma":0.03728092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3316555,"about_ca_topic_score_gemma":0.5758182,"domain_scores_codex":[0.9969249,0.0003257494,0.0002859798,0.0002320888,0.001926574,0.0003046789],"domain_scores_gemma":[0.9846315,0.002189818,0.0003850551,0.001946454,0.009896623,0.0009506291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001529806,0.00001553198,0.0001789454,0.000189077,0.000002333605,0.0000122816,0.0001135583,0.00007646472,0.00003932325,0.00225092,0.9552807,0.04182572],"study_design_scores_gemma":[0.000005942497,0.000006189871,0.002296768,0.0003397545,0.000007549178,0.00003478452,0.0002673058,0.00006960432,0.00006562084,0.00156697,0.9953222,0.00001739396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001733905,0.02395764,0.004737415,0.006319732,0.004341641,0.0003492233,0.1828301,0.005519767,0.7702106],"genre_scores_gemma":[0.00169103,0.01127768,0.003797655,0.0003326488,0.0003899818,0.0002062222,0.04839474,0.001221863,0.9326881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9887067,"threshold_uncertainty_score":0.9385688,"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."}}