{"id":"W3161332144","doi":"10.1080/10508406.2021.1880189","title":"Learning in and for collective action","year":2021,"lang":"en","type":"article","venue":"Journal of the Learning Sciences","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Collective action; Action (physics); Psychology; Sociology; Cognitive science; Political science; Physics; Law; Politics","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":[0.01329352,0.001003716,0.000907682,0.001354137,0.01479202,0.01785742,0.0017527,0.008789144,0.02698325],"category_scores_gemma":[0.01590476,0.0003068545,0.0009887933,0.0007528669,0.0545328,0.02112089,0.01527133,0.009963823,0.005121167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006269775,"about_ca_system_score_gemma":0.009651999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020727,"about_ca_topic_score_gemma":0.003193664,"domain_scores_codex":[0.9888188,0.00661795,0.0002305389,0.001791049,0.001098702,0.001442896],"domain_scores_gemma":[0.9887898,0.004244931,0.0009006411,0.002439671,0.001178832,0.002446116],"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":[0.00001514743,0.00002765813,0.0003301439,0.0001030637,0.00001542921,0.00009397528,0.01145108,0.000240302,0.000140429,0.9486875,0.02377235,0.0151228],"study_design_scores_gemma":[0.00001199383,0.00002164592,0.0002321667,0.0002286482,0.000007596563,0.00005236048,0.005528123,0.0002060943,0.0001434254,0.7259156,0.2676372,0.00001519079],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01261161,0.008695488,0.02160664,0.3034454,0.003521002,0.0001144189,0.000097354,0.0002439738,0.649664],"genre_scores_gemma":[0.7970892,0.005429841,0.01263858,0.03844991,0.003203643,0.0005301326,0.0001560656,0.0003397941,0.1421629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02698325,"threshold_uncertainty_score":0.09026802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1689671746150822,"score_gpt":0.4810299470475969,"score_spread":0.3120627724325148,"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."}}