{"id":"W4401518933","doi":"10.1177/09075682241266961","title":"Deepening our understanding: Collaboration through online peer-to-peer participatory action research with children","year":2024,"lang":"en","type":"article","venue":"Childhood","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Participatory action research; Transformative learning; Brainstorming; Action research; Citizen journalism; Public relations; Sociology; Psychology; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001747158,0.0001607418,0.0001646611,0.0002144539,0.001335577,0.0006952296,0.0001929928,0.0001416615,0.0001055568],"category_scores_gemma":[0.0003469743,0.0001276211,0.00004855017,0.001656106,0.0001214481,0.0007670511,0.0000407212,0.0004279793,0.0001761748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534019,"about_ca_system_score_gemma":0.0007076179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111193,"about_ca_topic_score_gemma":0.01397974,"domain_scores_codex":[0.9967406,0.000383121,0.0002424849,0.0004793111,0.001566703,0.0005877649],"domain_scores_gemma":[0.9989121,0.0001228927,0.00004824989,0.0002325548,0.0004624227,0.0002217982],"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":[0.0001851558,0.0008698067,0.02226945,0.00004485368,0.0003721793,0.0000330852,0.5129155,0.001431683,0.0002037853,0.3469094,0.1074877,0.007277421],"study_design_scores_gemma":[0.002881124,0.001778458,0.283729,0.001231685,0.0004681375,0.0000294074,0.2986498,0.001060695,0.002990891,0.07128812,0.3338392,0.00205351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383336,0.0001692635,0.003306657,0.04714151,0.0006867401,0.0009562505,0.0000589649,0.000345166,0.009001855],"genre_scores_gemma":[0.9947568,0.00003862254,0.0004757765,0.0001811415,0.001536135,0.00004743211,0.0001471267,0.00003729318,0.00277971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2756213,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3251317398272177,"score_gpt":0.4782569196897952,"score_spread":0.1531251798625775,"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."}}