{"id":"W2787784957","doi":"10.7771/2380-176x.7084","title":"Libraries and the New Digital Frontier: Support for Communities and Classrooms","year":2015,"lang":"en","type":"article","venue":"Against the grain","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University; Memorial University of Newfoundland","funders":"","keywords":"Frontier; Sociology; Geography; Archaeology","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":[0.007033645,0.0004719,0.0006172962,0.003819963,0.02456911,0.03679609,0.00278519,0.004929254,0.05072128],"category_scores_gemma":[0.02230006,0.0003201233,0.0004025433,0.002576252,0.01816242,0.02290307,0.03007149,0.005481104,0.004091243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004787957,"about_ca_system_score_gemma":0.01612059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006620672,"about_ca_topic_score_gemma":0.01951806,"domain_scores_codex":[0.9908193,0.005337878,0.0002467305,0.0005692936,0.00112413,0.001902757],"domain_scores_gemma":[0.9692244,0.01066247,0.002315532,0.001478679,0.001651865,0.01466706],"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":[0.0002032424,0.0006964237,0.01025353,0.0003012311,0.00003808054,0.0007384793,0.1335136,0.0002849756,0.000597744,0.6372483,0.07815503,0.1379694],"study_design_scores_gemma":[0.0001225391,0.0001253044,0.004819354,0.0005701263,0.00003847892,0.0002751141,0.2005957,0.0004974965,0.0004605695,0.1527805,0.6396593,0.00005557816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1412107,0.003974353,0.003759895,0.1791613,0.00108076,0.00008162608,0.00009022561,0.0003452532,0.670296],"genre_scores_gemma":[0.9398047,0.001240315,0.001106307,0.007468135,0.0005753394,0.00006842578,0.00003451846,0.0001040876,0.04959812],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05072128,"threshold_uncertainty_score":0.1696796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288096625861157,"score_gpt":0.2597446116253179,"score_spread":0.2268636453667063,"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."}}