{"id":"W1906143785","doi":"10.33524/cjar.v16i1.175","title":"THINKING GLOBALLY, SPEAKING LOCALLY","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Porch; Gossip; Humanity; Sociology; Aesthetics; Miracle; Reading (process); Media studies; History; Art; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004535511,0.001244507,0.0005203037,0.00156467,0.02360782,0.01903569,0.001752057,0.003175584,0.03723318],"category_scores_gemma":[0.006203435,0.0002741489,0.0003524692,0.002189207,0.02391086,0.01283339,0.006057071,0.00741613,0.01206018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01904267,"about_ca_system_score_gemma":0.04222561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.547576,"about_ca_topic_score_gemma":0.6210058,"domain_scores_codex":[0.9959165,0.001144911,0.00007522527,0.0006102539,0.001137472,0.001115526],"domain_scores_gemma":[0.9954525,0.0005806162,0.00017661,0.0003646892,0.001447391,0.001978241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002413135,0.00004274963,0.001711339,0.0001909321,0.00001788533,0.0003138635,0.1826735,0.0002081535,0.001010456,0.2419682,0.504792,0.0670467],"study_design_scores_gemma":[0.000004186904,0.0000156153,0.0007507254,0.000222905,0.00001240747,0.00006356857,0.08269108,0.00004875613,0.0001294609,0.01629328,0.8997412,0.00002687723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008900293,0.006476188,0.005616729,0.1664894,0.005411976,0.00009880452,0.0003541955,0.0005439545,0.8061085],"genre_scores_gemma":[0.3410768,0.01362361,0.007454531,0.09545132,0.002364244,0.0002049256,0.0008880023,0.001139678,0.5377969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.547576,"threshold_uncertainty_score":0.9101769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5040390823462936,"score_gpt":0.5189948810283157,"score_spread":0.01495579868202213,"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."}}