{"id":"W4231618104","doi":"10.1007/978-94-007-0753-5_101942","title":"Inclusive Research","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Psychology; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003142851,0.0006162364,0.000770088,0.002246418,0.003321793,0.00953932,0.001407667,0.002505464,0.1117058],"category_scores_gemma":[0.005878711,0.0003261785,0.0003892822,0.002337324,0.00433366,0.00887112,0.006571396,0.003170518,0.04037771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377312,"about_ca_system_score_gemma":0.005014353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958883,"about_ca_topic_score_gemma":0.005121136,"domain_scores_codex":[0.9975042,0.0006768184,0.00008304673,0.0004521983,0.001046633,0.0002371166],"domain_scores_gemma":[0.9971851,0.0006114577,0.0001120468,0.0007854874,0.0007045329,0.000601349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001237872,0.00003308897,0.0001492679,0.0001009254,0.000004887215,0.00002540516,0.0008116841,0.00005600273,0.0001398078,0.6686441,0.2304519,0.09957065],"study_design_scores_gemma":[0.000001592232,0.000004658012,0.0001347106,0.0001391113,0.000002063207,0.00002919852,0.0003451814,0.00003668586,0.00007977215,0.08475573,0.9144685,0.000002885811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006139359,0.006314488,0.002660482,0.007878692,0.001719461,0.0000306799,0.00008484852,0.00008735951,0.98061],"genre_scores_gemma":[0.01850716,0.005940483,0.002177746,0.003830303,0.001368554,0.00008536153,0.0002336027,0.0001555226,0.9677013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1117058,"threshold_uncertainty_score":0.3736933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1697960644658947,"score_gpt":0.332621200637815,"score_spread":0.1628251361719203,"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."}}