{"id":"W4313445636","doi":"10.1007/978-3-031-04394-9_56","title":"Participatory Learning and Action","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":147,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Citizen journalism; Participatory action research; Action learning; Action (physics); Sociology; Computer science; Pedagogy; Cooperative learning; World Wide Web; Anthropology; Teaching method","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":[0.003811717,0.000948723,0.0006359254,0.001029086,0.004661283,0.00973632,0.001450657,0.003800669,0.04663501],"category_scores_gemma":[0.004279103,0.0004275897,0.0003478969,0.00136968,0.021438,0.006966632,0.005344683,0.004354902,0.007787615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426143,"about_ca_system_score_gemma":0.0045708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003146646,"about_ca_topic_score_gemma":0.006496183,"domain_scores_codex":[0.9970574,0.001803798,0.00005681408,0.0003174052,0.0005931002,0.0001714539],"domain_scores_gemma":[0.9977002,0.001566469,0.00006719847,0.0003958796,0.0001364279,0.0001338589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002544628,0.00001263041,0.00001452224,0.00004445078,0.000001242335,0.00001516919,0.003614656,0.0001267164,0.00003983463,0.9594506,0.02115641,0.01552124],"study_design_scores_gemma":[0.000006329419,0.000009610514,0.00005238765,0.0001901366,0.000001733732,0.00003894694,0.002483412,0.000198291,0.00009492595,0.5748926,0.4220269,0.00000482721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0007806725,0.003304808,0.01319899,0.006575716,0.0005703831,0.00006218102,0.0000335452,0.00006355181,0.9754101],"genre_scores_gemma":[0.07739233,0.003250336,0.008183085,0.002073741,0.0004027521,0.0003701678,0.00007536195,0.0001889428,0.9080632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04663501,"threshold_uncertainty_score":0.1560096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3429564232136483,"score_gpt":0.4874295310371484,"score_spread":0.1444731078235001,"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."}}