{"id":"W4400583940","doi":"10.56105/cjsae.v30i1.5366","title":"Learning and Teaching Community-Based Research","year":2016,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sociology; Learning community; Media studies; Library science; Teaching and learning center; Pedagogy; Teaching method; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002709742,0.0008955481,0.001402986,0.004387316,0.0006464772,0.003628404,0.00116085,0.002226665,0.03660985],"category_scores_gemma":[0.01047433,0.0003855796,0.000592619,0.005805536,0.001375205,0.003223661,0.001378081,0.002821064,0.01826061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018872,"about_ca_system_score_gemma":0.003701787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007860759,"about_ca_topic_score_gemma":0.02070182,"domain_scores_codex":[0.9977739,0.0005741222,0.0001480959,0.000197829,0.001201786,0.0001041898],"domain_scores_gemma":[0.9886014,0.006503941,0.0005186746,0.0004154845,0.003073088,0.0008874192],"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":[0.00001109498,0.00003751437,0.00006393756,0.001871868,0.000009247969,0.00004655427,0.0001122483,0.00008335103,0.00008350642,0.002872177,0.6100344,0.3847741],"study_design_scores_gemma":[0.000009653132,0.00002686174,0.0004171161,0.002764763,0.000008473371,0.0003251866,0.0001023895,0.00005113353,0.00004190807,0.002367794,0.9938726,0.00001206558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002314416,0.9024093,0.001464088,0.02664082,0.02747818,0.0001084166,0.000167856,0.0001227364,0.04137725],"genre_scores_gemma":[0.003212449,0.8429819,0.002549875,0.01021512,0.0302672,0.0001870649,0.0003914586,0.0001706217,0.1100242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03660985,"threshold_uncertainty_score":0.1224722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4038722337981145,"score_gpt":0.5763522597226716,"score_spread":0.1724800259245571,"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."}}