{"id":"W4410829006","doi":"10.1080/14767333.2025.2510798","title":"Reclaiming education through commoning and critical action learning: insights from Freinet teacher learning networks","year":2025,"lang":"en","type":"article","venue":"Action Learning Research and Practice","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Action learning; Action (physics); Sociology; Experiential learning; Pedagogy; Mathematics education; Psychology; Teaching method; Cooperative learning","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":[0.006031241,0.0003740801,0.0002551302,0.001576497,0.009394085,0.007553626,0.001296225,0.001783952,0.003139484],"category_scores_gemma":[0.008947844,0.0003092428,0.0002009524,0.001001907,0.01454377,0.00985878,0.008326398,0.002133784,0.0004027959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004933079,"about_ca_system_score_gemma":0.003328699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459507,"about_ca_topic_score_gemma":0.004343584,"domain_scores_codex":[0.9930606,0.005274876,0.00009839989,0.0004346108,0.0004790707,0.0006524663],"domain_scores_gemma":[0.9924152,0.005403788,0.0006499916,0.0003929452,0.0004093738,0.0007287281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004701066,0.00008816196,0.003919203,0.0001276321,0.000007308797,0.001455503,0.8286113,0.0006635191,0.0006665597,0.129536,0.001825364,0.03305247],"study_design_scores_gemma":[0.00001734795,0.00009220018,0.002353031,0.000308454,0.000008624227,0.0009403261,0.7628743,0.00184532,0.0008604577,0.05340248,0.1772622,0.00003524117],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886235,0.00123104,0.03067175,0.01151366,0.0001675395,0.0001527071,0.00003370313,0.0001031793,0.1675029],"genre_scores_gemma":[0.9914191,0.000296066,0.001761878,0.0002531853,0.00001451809,0.0000380932,0.00001081576,0.00003293841,0.006173438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009394085,"threshold_uncertainty_score":0.03579211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2656475815588281,"score_gpt":0.5637939219143515,"score_spread":0.2981463403555234,"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."}}