{"id":"W3006096556","doi":"10.22329/csw.v11i3.5830","title":"Learning from the Fields","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Experiential learning; Period (music); Narrative; Natural (archaeology); Perception; Field (mathematics); Psychology; Pedagogy; Sociology; Aesthetics; History; Art; Archaeology; Literature","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":[0.006312659,0.0005602102,0.0004776551,0.00136481,0.01573508,0.01285653,0.00141397,0.002416259,0.02669197],"category_scores_gemma":[0.01119527,0.0002892312,0.0006197321,0.000949525,0.02052486,0.01381244,0.01566996,0.0077078,0.005976159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003648014,"about_ca_system_score_gemma":0.008984707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257554,"about_ca_topic_score_gemma":0.004619238,"domain_scores_codex":[0.9955534,0.002506543,0.0001013226,0.0005111415,0.0007811653,0.0005463978],"domain_scores_gemma":[0.9922896,0.00280614,0.0004916618,0.0009615925,0.0007267811,0.002724311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004767121,0.0001544419,0.002471133,0.0003165212,0.00001322439,0.0007956124,0.304828,0.0001742168,0.0008514518,0.3952656,0.1669473,0.1281347],"study_design_scores_gemma":[0.000006354347,0.00004350346,0.0004213988,0.000462814,0.000003200363,0.000405058,0.07802276,0.00004477291,0.0001731423,0.06536607,0.8550397,0.00001138253],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05471031,0.008582219,0.01495337,0.1317775,0.006017925,0.0001630384,0.000150052,0.0002452686,0.7834003],"genre_scores_gemma":[0.6571447,0.01256609,0.01327842,0.04342607,0.002274085,0.000203164,0.0002240651,0.0003074802,0.2705759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02669197,"threshold_uncertainty_score":0.08929354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437670021423695,"score_gpt":0.3851731873196442,"score_spread":0.3407964871054072,"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."}}