{"id":"W2641974451","doi":"10.3998/mjcsloa.3239521.0023.214","title":"Learning about Learning – Together","year":2017,"lang":"en","type":"article","venue":"Michigan journal of community service learning","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; 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":[0.003183609,0.0005304193,0.0003698291,0.0008757798,0.005727943,0.008884664,0.001059665,0.00223839,0.04756304],"category_scores_gemma":[0.008055729,0.0002113559,0.0004765338,0.0005422666,0.00482517,0.01300781,0.008095622,0.00582606,0.009526682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781023,"about_ca_system_score_gemma":0.003738724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398804,"about_ca_topic_score_gemma":0.003827884,"domain_scores_codex":[0.997159,0.001465918,0.00006533119,0.0003106764,0.0007372188,0.0002617742],"domain_scores_gemma":[0.9946939,0.001184752,0.0002708754,0.0006113395,0.0007070562,0.002532033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007556468,0.001207743,0.007106001,0.0002083743,0.0000692055,0.000354213,0.05684831,0.0003528116,0.001887227,0.2617435,0.2368783,0.4332687],"study_design_scores_gemma":[0.00002241592,0.0001446486,0.002600276,0.0002743257,0.00003652211,0.0003086815,0.03104312,0.0004383998,0.001045776,0.1737146,0.7903402,0.00003106149],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05562797,0.002172068,0.02251135,0.08347398,0.004245025,0.0001146677,0.00005581122,0.0005233759,0.8312756],"genre_scores_gemma":[0.618948,0.003025335,0.01599742,0.02451939,0.002401498,0.0002612986,0.0002261342,0.0003968519,0.3342241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04756304,"threshold_uncertainty_score":0.1591142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07109570005221377,"score_gpt":0.3983626996427703,"score_spread":0.3272669995905565,"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."}}