{"id":"W4403807578","doi":"10.1108/oth-10-2024-127","title":"Guest editorial: Reimagined ways of knowing, being and doing: understanding the value of a self-directed educational context","year":2024,"lang":"en","type":"editorial","venue":"On the Horizon The International Journal of Learning Futures","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Context (archaeology); Psychology; Sociology; Computer science; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004412082,0.0002256474,0.0003514752,0.0002426057,0.0006117012,0.0002873502,0.00127102,0.0002636982,0.00004800859],"category_scores_gemma":[0.006515293,0.0001206198,0.0002585744,0.0002403775,0.0005888888,0.0001208421,0.0001075337,0.002522778,0.000004132187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467945,"about_ca_system_score_gemma":0.001319489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004232007,"about_ca_topic_score_gemma":0.0001053046,"domain_scores_codex":[0.9956142,0.0009742169,0.0006470536,0.000193782,0.002363925,0.0002068683],"domain_scores_gemma":[0.987739,0.009474563,0.001329863,0.0001598935,0.001245094,0.00005157102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008082407,0.000045859,0.00007373176,0.00002565357,0.0007473451,0.000001702119,0.0932975,0.00002140528,0.00002379307,0.04802815,0.8574002,0.0002538682],"study_design_scores_gemma":[0.00019734,0.0001550424,0.00003568131,0.0005795339,0.0001875419,0.000003949396,0.1222892,0.00001084827,0.00002691498,0.006416023,0.8699888,0.00010908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006911415,0.001791976,0.00001932917,0.2214437,0.7737146,0.0001443223,0.000008962489,0.00004019626,0.002145834],"genre_scores_gemma":[0.2072796,0.0007091455,0.00005731401,0.0001832049,0.7910475,0.00000671561,0.000006493622,0.00002799081,0.0006820423],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2212605,"threshold_uncertainty_score":0.9997784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883547158654467,"score_gpt":0.3463867738014994,"score_spread":0.2975513022149547,"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."}}