{"id":"W7106609070","doi":"10.1108/978-1-64802-139-820251011","title":"Seeking Patterns in Pedagogy","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warrant; Institution; Higher education; Educational institution; Experiential learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001715285,0.0001990597,0.0003565443,0.005271124,0.003043132,0.002927024,0.0008833724,0.0008120419,0.01013211],"category_scores_gemma":[0.008180425,0.0002297909,0.0002360888,0.00390275,0.001694852,0.00127429,0.002439319,0.0008975215,0.0008475795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008267691,"about_ca_system_score_gemma":0.007548891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.329138,"about_ca_topic_score_gemma":0.6116996,"domain_scores_codex":[0.9973344,0.0005074611,0.0001114803,0.0003538449,0.001040605,0.0006521926],"domain_scores_gemma":[0.994042,0.002150404,0.0009010664,0.0002272339,0.0017554,0.0009238449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001359824,0.0001123101,0.3687459,0.0004393288,0.00003511054,0.0007450712,0.5129337,0.0001355492,0.008936077,0.01070922,0.004653889,0.09241797],"study_design_scores_gemma":[0.00001327312,0.00007123576,0.6765211,0.0003011154,0.00001468895,0.0005225259,0.264557,0.0002850675,0.0006526462,0.001409956,0.05560963,0.00004179213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9389856,0.001203527,0.0007414783,0.0009457576,0.00002761665,0.00009488604,0.0004731889,0.00004703287,0.0574809],"genre_scores_gemma":[0.9738066,0.0005963967,0.0009575358,0.0001916207,0.00001462587,0.00005670517,0.0002925343,0.00004333951,0.02404066],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.329138,"threshold_uncertainty_score":0.6544443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05480840668500199,"score_gpt":0.2656447101167473,"score_spread":0.2108363034317453,"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."}}