{"id":"W2407419523","doi":"","title":"Students making a difference.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science; Mathematics education; Psychology","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":[0.001687316,0.000217005,0.0002583505,0.001246148,0.001213548,0.004106104,0.0004933724,0.001147055,0.1213558],"category_scores_gemma":[0.01341526,0.0001045699,0.0001892536,0.001248923,0.001236548,0.00485539,0.002073891,0.001566878,0.02230222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006614881,"about_ca_system_score_gemma":0.003410205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008101425,"about_ca_topic_score_gemma":0.002917182,"domain_scores_codex":[0.9990314,0.0002930902,0.00008933745,0.00008133662,0.0003963377,0.0001085471],"domain_scores_gemma":[0.9948083,0.00200732,0.0002732071,0.0003752082,0.00139148,0.001144517],"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":[0.00005739971,0.0000596607,0.001479329,0.0004180766,0.00001253752,0.0001295327,0.002253863,0.00002027992,0.0004285211,0.04587737,0.6283029,0.3209605],"study_design_scores_gemma":[0.00001616954,0.00003740993,0.001875727,0.0004660932,0.00001174963,0.0001899677,0.003182701,0.0000300816,0.0005938986,0.02051046,0.9730784,0.000007426912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01531415,0.02944055,0.004423124,0.1557322,0.01832369,0.0001323867,0.001680312,0.0007087575,0.7742449],"genre_scores_gemma":[0.2336351,0.04150647,0.008364586,0.03303018,0.005797564,0.0002791577,0.002297537,0.0002877914,0.6748016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1213558,"threshold_uncertainty_score":0.4059756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0877220518429174,"score_gpt":0.3460716923638361,"score_spread":0.2583496405209187,"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."}}